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Performance Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) Association Edward Szado, Ph.D., CFA Assistant Professor of Finance, Providence College Director of Research, INGARM (Institute for Global Asset and Risk Management) 1 "Performance Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update” (January 2018) Please see the last slide for important disclosures. March 6. 2018

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Page 1: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs

An Update

Keith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) Association

Edward Szado PhD CFA Assistant Professor of Finance Providence College

Director of Research INGARM (Institute for Global Asset and Risk Management)

1Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

March 6 2018

Co-authors of the Study

Keith Black PhD CAIA CFA

Keith Black has over twenty-five years of financial market experience serving approximately half of that time as an academic and half as a trader and consultant to institutional investors He currently serves as Managing Director of Curriculum and Exams for the CAIA Association During his most recent role at Ennis Knupp + Associates Keith advised foundations endowments and pension funds on their asset allocation and manager selection strategies in hedge funds commodities and managed futures Prior experience includes commodities derivatives trading at First Chicago Capital Markets stock Option research and Cboe market-making for Hull Trading Company and building quantitative stock selection models for mutual funds and hedge funds for Chicago Investment Analytics Dr Black previously served as an assistant professor and senior lecturer at the Illinois Institute of Technologys Stuart school where he taught courses in both traditional and alternative investments

He contributes regularly to The CFA Digest and has published in a number of journals including The Journal of Trading and The Journal of Alternative Investments He is the author of the book Managing a Hedge Fund as well as a contributor to the second and third editions of the CAIA Level I and Level II textbooks Dr Black was named to Institutional Investor magazines list of Rising Stars of Hedge Funds in 2010

Dr Black earned a BA from Whittier College an MBA from Carnegie Mellon University and a PhD from the Illinois Institute of Technology He has earned the Chartered Financial Analyst (CFA) designation and was a member of the inaugural class of the Chartered Alternative Investment Analyst (CAIA) candidates

Edward Szado PhD CFA

Edward Szado is Assistant Professor of Finance Providence College He is also the Director of Research at the Institute for Global Asset and Risk Management and received his PhD in Finance from the Isenberg School of Management University of Massachusetts Amherst He has taught Risk Management at the Boston University School of Management Derivatives at Clark University and a range of finance courses at the University of Massachusetts Amherst He is a former Option trader and his experience includes product development in the areas of volatility based investments and structured investment products He is also a Chartered Financial Analyst and has consulted for the Option Industry Council the Cboe the Chartered Alternative Investment Analyst Association and the Commodity Futures Trading Commission

2Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Methodology

bull In November 2017 we undertook a comprehensive search for SEC-Registered Option-Based Funds and exchange-traded products (ETPs) building on data sourced through Bloomberg and Morningstar The sample for the study consists of active liquidated and merged funds which should eliminate issues of survivorship bias

bull Performance analysis of 105 Option-Based Funds Our performance analysis is conducted on SEC-Registered Option-Based Funds that focus on broad-based US equities This sample of equity funds includes 74 open-end mutual funds (MF) 20 closed-end funds (CEF) and 11 exchange-traded products (ETFsETNs) These funds have a current AUM of $381 billion Exchange-traded notes are not funds The performance analysis in exhibits 3 through 13 are based on this list of funds

bull 52 Other Funds That Are Not Analyzed for Performance In addition we identified 52 funds with objectives other than broad-based US equities such as fixed income currencies commodities international and global equity narrow sector funds (such as master limited partnerships) and futures-based products Performance analysis of funds benchmarked to indexes beyond diversified US equities is not conducted in this study Including both the diversified equity funds and the funds benchmarked to other objectives brings the total AUM to $542 billion In this paper the 52 funds are included in exhibits 1 and 2 but are not used in the subsequent exhibits on performance

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

3

Lists of funds in this paper should not be construed as a recommendation to buy or sell a security or to provide investment advice Read closely the applicable prospectus

4

Largest and Oldest Option-Based Funds(December 31 2017)

Funds Greater than $1 Billion

Fund Name Ticker AUM ($mill)Gateway GATEX $8524 Swan Defined Risk I SDRIX $3183 BlackRock Enhanced Equity Div BDJ $1868 EV Tax-Managed Div Equity Income ETY $1846 JPMorgan Hedged Equity I JHEQX $1572 Nuveen SampP 500 Buy-Write Income BXMX $1486 AllianzGI NFJ Div Interest amp Prem NFJ $1397 Catalyst Hedged Futures Strategy I HFXIX $1233

Funds with a 10-Year Track Record

Name Ticker

Earliest Inception

Date Name Ticker

Earliest Inception

DateGateway GATEX Dec-77 Nuveen Dow 30 Dynamic Overwrite DIAX Apr-05Touchstone Dynamic Equity Instl TDELX Jun-78 EV Tax-Managed Buy-Write Inc ETB Apr-05Virtus Rampart Enhanced Core Equity I PXIIX Sep-97 EV Tax-Managed Buy-Write Opps ETV Jun-05Hussman Strategic Growth HSGFX Jul-00 Guggenheim Enhanced Equity Inc GPM Aug-05Bridgeway Managed Volatility BRBPX Jun-01 BlackRock Enhanced Equity Div BDJ Aug-05ICON Risk-Managed Balanced A IOCAX Sep-02 Nuveen SampP 500 Dynamic Overwrite SPXX Nov-05BlackRock Enhanced Cap amp Inc CII Apr-04 Catalyst Hedged Futures Strategy I HFXIX Dec-05Madison Covered Call amp Equity Strategy MCN Jul-04 EV Tax-Managed Div Equity Income ETY Nov-06First Trust Enhanced Equity Income FFA Aug-04 Nuveen NASDAQ 100 Dynamic Overwrite QQQX Jan-07EV Enhanced Equity Income EOI Oct-04 Nuveen Core Equity Alpha JCE Mar-07Nuveen SampP 500 Buy-Write Income BXMX Oct-04 iPathreg CBOE SampP 500 BuyWrite ETN BWV May-07EV Enhanced Equity Income II EOS Jan-05 Nuveen Tax-Adv Div Growth JTD Jun-07AllianzGI NFJ Div Interest amp Prem NFJ Feb-05 EV Risk-Mgd Divers Equity Inc ETJ Jul-07Centaur Total Return TILDX Mar-05 PowerShares SampP 500 BuyWrite ETF PBP Dec-07Madison Strategic Sector Prem MSP Apr-05

5Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 1 Number of Option-Based Funds in Sample

Exhibit 1 Growth in the number of option-based equity funds in our sample

10 12 15 1624

4857

70 77 7686

98109

126135 141 148

157

0

50

100

150

200

250

300

350N

umbe

r of O

ptio

n-Ba

sed

Fund

s

Other Option-Based CEFs ETFs MFds

US Equity ETFs

US Equity CEFs

US Equity Mutual Funds

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 2: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Co-authors of the Study

Keith Black PhD CAIA CFA

Keith Black has over twenty-five years of financial market experience serving approximately half of that time as an academic and half as a trader and consultant to institutional investors He currently serves as Managing Director of Curriculum and Exams for the CAIA Association During his most recent role at Ennis Knupp + Associates Keith advised foundations endowments and pension funds on their asset allocation and manager selection strategies in hedge funds commodities and managed futures Prior experience includes commodities derivatives trading at First Chicago Capital Markets stock Option research and Cboe market-making for Hull Trading Company and building quantitative stock selection models for mutual funds and hedge funds for Chicago Investment Analytics Dr Black previously served as an assistant professor and senior lecturer at the Illinois Institute of Technologys Stuart school where he taught courses in both traditional and alternative investments

He contributes regularly to The CFA Digest and has published in a number of journals including The Journal of Trading and The Journal of Alternative Investments He is the author of the book Managing a Hedge Fund as well as a contributor to the second and third editions of the CAIA Level I and Level II textbooks Dr Black was named to Institutional Investor magazines list of Rising Stars of Hedge Funds in 2010

Dr Black earned a BA from Whittier College an MBA from Carnegie Mellon University and a PhD from the Illinois Institute of Technology He has earned the Chartered Financial Analyst (CFA) designation and was a member of the inaugural class of the Chartered Alternative Investment Analyst (CAIA) candidates

Edward Szado PhD CFA

Edward Szado is Assistant Professor of Finance Providence College He is also the Director of Research at the Institute for Global Asset and Risk Management and received his PhD in Finance from the Isenberg School of Management University of Massachusetts Amherst He has taught Risk Management at the Boston University School of Management Derivatives at Clark University and a range of finance courses at the University of Massachusetts Amherst He is a former Option trader and his experience includes product development in the areas of volatility based investments and structured investment products He is also a Chartered Financial Analyst and has consulted for the Option Industry Council the Cboe the Chartered Alternative Investment Analyst Association and the Commodity Futures Trading Commission

2Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Methodology

bull In November 2017 we undertook a comprehensive search for SEC-Registered Option-Based Funds and exchange-traded products (ETPs) building on data sourced through Bloomberg and Morningstar The sample for the study consists of active liquidated and merged funds which should eliminate issues of survivorship bias

bull Performance analysis of 105 Option-Based Funds Our performance analysis is conducted on SEC-Registered Option-Based Funds that focus on broad-based US equities This sample of equity funds includes 74 open-end mutual funds (MF) 20 closed-end funds (CEF) and 11 exchange-traded products (ETFsETNs) These funds have a current AUM of $381 billion Exchange-traded notes are not funds The performance analysis in exhibits 3 through 13 are based on this list of funds

bull 52 Other Funds That Are Not Analyzed for Performance In addition we identified 52 funds with objectives other than broad-based US equities such as fixed income currencies commodities international and global equity narrow sector funds (such as master limited partnerships) and futures-based products Performance analysis of funds benchmarked to indexes beyond diversified US equities is not conducted in this study Including both the diversified equity funds and the funds benchmarked to other objectives brings the total AUM to $542 billion In this paper the 52 funds are included in exhibits 1 and 2 but are not used in the subsequent exhibits on performance

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

3

Lists of funds in this paper should not be construed as a recommendation to buy or sell a security or to provide investment advice Read closely the applicable prospectus

4

Largest and Oldest Option-Based Funds(December 31 2017)

Funds Greater than $1 Billion

Fund Name Ticker AUM ($mill)Gateway GATEX $8524 Swan Defined Risk I SDRIX $3183 BlackRock Enhanced Equity Div BDJ $1868 EV Tax-Managed Div Equity Income ETY $1846 JPMorgan Hedged Equity I JHEQX $1572 Nuveen SampP 500 Buy-Write Income BXMX $1486 AllianzGI NFJ Div Interest amp Prem NFJ $1397 Catalyst Hedged Futures Strategy I HFXIX $1233

Funds with a 10-Year Track Record

Name Ticker

Earliest Inception

Date Name Ticker

Earliest Inception

DateGateway GATEX Dec-77 Nuveen Dow 30 Dynamic Overwrite DIAX Apr-05Touchstone Dynamic Equity Instl TDELX Jun-78 EV Tax-Managed Buy-Write Inc ETB Apr-05Virtus Rampart Enhanced Core Equity I PXIIX Sep-97 EV Tax-Managed Buy-Write Opps ETV Jun-05Hussman Strategic Growth HSGFX Jul-00 Guggenheim Enhanced Equity Inc GPM Aug-05Bridgeway Managed Volatility BRBPX Jun-01 BlackRock Enhanced Equity Div BDJ Aug-05ICON Risk-Managed Balanced A IOCAX Sep-02 Nuveen SampP 500 Dynamic Overwrite SPXX Nov-05BlackRock Enhanced Cap amp Inc CII Apr-04 Catalyst Hedged Futures Strategy I HFXIX Dec-05Madison Covered Call amp Equity Strategy MCN Jul-04 EV Tax-Managed Div Equity Income ETY Nov-06First Trust Enhanced Equity Income FFA Aug-04 Nuveen NASDAQ 100 Dynamic Overwrite QQQX Jan-07EV Enhanced Equity Income EOI Oct-04 Nuveen Core Equity Alpha JCE Mar-07Nuveen SampP 500 Buy-Write Income BXMX Oct-04 iPathreg CBOE SampP 500 BuyWrite ETN BWV May-07EV Enhanced Equity Income II EOS Jan-05 Nuveen Tax-Adv Div Growth JTD Jun-07AllianzGI NFJ Div Interest amp Prem NFJ Feb-05 EV Risk-Mgd Divers Equity Inc ETJ Jul-07Centaur Total Return TILDX Mar-05 PowerShares SampP 500 BuyWrite ETF PBP Dec-07Madison Strategic Sector Prem MSP Apr-05

5Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 1 Number of Option-Based Funds in Sample

Exhibit 1 Growth in the number of option-based equity funds in our sample

10 12 15 1624

4857

70 77 7686

98109

126135 141 148

157

0

50

100

150

200

250

300

350N

umbe

r of O

ptio

n-Ba

sed

Fund

s

Other Option-Based CEFs ETFs MFds

US Equity ETFs

US Equity CEFs

US Equity Mutual Funds

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 3: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Methodology

bull In November 2017 we undertook a comprehensive search for SEC-Registered Option-Based Funds and exchange-traded products (ETPs) building on data sourced through Bloomberg and Morningstar The sample for the study consists of active liquidated and merged funds which should eliminate issues of survivorship bias

bull Performance analysis of 105 Option-Based Funds Our performance analysis is conducted on SEC-Registered Option-Based Funds that focus on broad-based US equities This sample of equity funds includes 74 open-end mutual funds (MF) 20 closed-end funds (CEF) and 11 exchange-traded products (ETFsETNs) These funds have a current AUM of $381 billion Exchange-traded notes are not funds The performance analysis in exhibits 3 through 13 are based on this list of funds

bull 52 Other Funds That Are Not Analyzed for Performance In addition we identified 52 funds with objectives other than broad-based US equities such as fixed income currencies commodities international and global equity narrow sector funds (such as master limited partnerships) and futures-based products Performance analysis of funds benchmarked to indexes beyond diversified US equities is not conducted in this study Including both the diversified equity funds and the funds benchmarked to other objectives brings the total AUM to $542 billion In this paper the 52 funds are included in exhibits 1 and 2 but are not used in the subsequent exhibits on performance

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

3

Lists of funds in this paper should not be construed as a recommendation to buy or sell a security or to provide investment advice Read closely the applicable prospectus

4

Largest and Oldest Option-Based Funds(December 31 2017)

Funds Greater than $1 Billion

Fund Name Ticker AUM ($mill)Gateway GATEX $8524 Swan Defined Risk I SDRIX $3183 BlackRock Enhanced Equity Div BDJ $1868 EV Tax-Managed Div Equity Income ETY $1846 JPMorgan Hedged Equity I JHEQX $1572 Nuveen SampP 500 Buy-Write Income BXMX $1486 AllianzGI NFJ Div Interest amp Prem NFJ $1397 Catalyst Hedged Futures Strategy I HFXIX $1233

Funds with a 10-Year Track Record

Name Ticker

Earliest Inception

Date Name Ticker

Earliest Inception

DateGateway GATEX Dec-77 Nuveen Dow 30 Dynamic Overwrite DIAX Apr-05Touchstone Dynamic Equity Instl TDELX Jun-78 EV Tax-Managed Buy-Write Inc ETB Apr-05Virtus Rampart Enhanced Core Equity I PXIIX Sep-97 EV Tax-Managed Buy-Write Opps ETV Jun-05Hussman Strategic Growth HSGFX Jul-00 Guggenheim Enhanced Equity Inc GPM Aug-05Bridgeway Managed Volatility BRBPX Jun-01 BlackRock Enhanced Equity Div BDJ Aug-05ICON Risk-Managed Balanced A IOCAX Sep-02 Nuveen SampP 500 Dynamic Overwrite SPXX Nov-05BlackRock Enhanced Cap amp Inc CII Apr-04 Catalyst Hedged Futures Strategy I HFXIX Dec-05Madison Covered Call amp Equity Strategy MCN Jul-04 EV Tax-Managed Div Equity Income ETY Nov-06First Trust Enhanced Equity Income FFA Aug-04 Nuveen NASDAQ 100 Dynamic Overwrite QQQX Jan-07EV Enhanced Equity Income EOI Oct-04 Nuveen Core Equity Alpha JCE Mar-07Nuveen SampP 500 Buy-Write Income BXMX Oct-04 iPathreg CBOE SampP 500 BuyWrite ETN BWV May-07EV Enhanced Equity Income II EOS Jan-05 Nuveen Tax-Adv Div Growth JTD Jun-07AllianzGI NFJ Div Interest amp Prem NFJ Feb-05 EV Risk-Mgd Divers Equity Inc ETJ Jul-07Centaur Total Return TILDX Mar-05 PowerShares SampP 500 BuyWrite ETF PBP Dec-07Madison Strategic Sector Prem MSP Apr-05

5Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 1 Number of Option-Based Funds in Sample

Exhibit 1 Growth in the number of option-based equity funds in our sample

10 12 15 1624

4857

70 77 7686

98109

126135 141 148

157

0

50

100

150

200

250

300

350N

umbe

r of O

ptio

n-Ba

sed

Fund

s

Other Option-Based CEFs ETFs MFds

US Equity ETFs

US Equity CEFs

US Equity Mutual Funds

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 4: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Lists of funds in this paper should not be construed as a recommendation to buy or sell a security or to provide investment advice Read closely the applicable prospectus

4

Largest and Oldest Option-Based Funds(December 31 2017)

Funds Greater than $1 Billion

Fund Name Ticker AUM ($mill)Gateway GATEX $8524 Swan Defined Risk I SDRIX $3183 BlackRock Enhanced Equity Div BDJ $1868 EV Tax-Managed Div Equity Income ETY $1846 JPMorgan Hedged Equity I JHEQX $1572 Nuveen SampP 500 Buy-Write Income BXMX $1486 AllianzGI NFJ Div Interest amp Prem NFJ $1397 Catalyst Hedged Futures Strategy I HFXIX $1233

Funds with a 10-Year Track Record

Name Ticker

Earliest Inception

Date Name Ticker

Earliest Inception

DateGateway GATEX Dec-77 Nuveen Dow 30 Dynamic Overwrite DIAX Apr-05Touchstone Dynamic Equity Instl TDELX Jun-78 EV Tax-Managed Buy-Write Inc ETB Apr-05Virtus Rampart Enhanced Core Equity I PXIIX Sep-97 EV Tax-Managed Buy-Write Opps ETV Jun-05Hussman Strategic Growth HSGFX Jul-00 Guggenheim Enhanced Equity Inc GPM Aug-05Bridgeway Managed Volatility BRBPX Jun-01 BlackRock Enhanced Equity Div BDJ Aug-05ICON Risk-Managed Balanced A IOCAX Sep-02 Nuveen SampP 500 Dynamic Overwrite SPXX Nov-05BlackRock Enhanced Cap amp Inc CII Apr-04 Catalyst Hedged Futures Strategy I HFXIX Dec-05Madison Covered Call amp Equity Strategy MCN Jul-04 EV Tax-Managed Div Equity Income ETY Nov-06First Trust Enhanced Equity Income FFA Aug-04 Nuveen NASDAQ 100 Dynamic Overwrite QQQX Jan-07EV Enhanced Equity Income EOI Oct-04 Nuveen Core Equity Alpha JCE Mar-07Nuveen SampP 500 Buy-Write Income BXMX Oct-04 iPathreg CBOE SampP 500 BuyWrite ETN BWV May-07EV Enhanced Equity Income II EOS Jan-05 Nuveen Tax-Adv Div Growth JTD Jun-07AllianzGI NFJ Div Interest amp Prem NFJ Feb-05 EV Risk-Mgd Divers Equity Inc ETJ Jul-07Centaur Total Return TILDX Mar-05 PowerShares SampP 500 BuyWrite ETF PBP Dec-07Madison Strategic Sector Prem MSP Apr-05

5Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 1 Number of Option-Based Funds in Sample

Exhibit 1 Growth in the number of option-based equity funds in our sample

10 12 15 1624

4857

70 77 7686

98109

126135 141 148

157

0

50

100

150

200

250

300

350N

umbe

r of O

ptio

n-Ba

sed

Fund

s

Other Option-Based CEFs ETFs MFds

US Equity ETFs

US Equity CEFs

US Equity Mutual Funds

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 5: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

5Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 1 Number of Option-Based Funds in Sample

Exhibit 1 Growth in the number of option-based equity funds in our sample

10 12 15 1624

4857

70 77 7686

98109

126135 141 148

157

0

50

100

150

200

250

300

350N

umbe

r of O

ptio

n-Ba

sed

Fund

s

Other Option-Based CEFs ETFs MFds

US Equity ETFs

US Equity CEFs

US Equity Mutual Funds

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 6: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 2 Assets under management continue to grow rising from $8 billion in 2004 to over $541 billion in 2017

6Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 2 Assets Under Management in Option-Based Funds ($Million)

4104

3488

3253

3993

8436

23268

33242

44746

30693

34594

40646

40773

44648

47374

49003

48241

52314

54154

0

20000

40000

60000

80000

100000

120000

AUM

Other Option-Based CEFs ETFs MFds

US Equity Funds

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 7: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 3 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indices The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample

7Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 3 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

$450

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

$96 - SampP GSCI

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 8: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 4 Cumulative return since December 1999 for option based funds the BXM and PUT indexes and various traditional indexes The Option-Based Fund Portfolio returns are calculated by averaging the returns across all constituents in the sample available each month The number of funds included in the calculation grows monthly as new funds enter the sample This exhibit is identical to exhibit 3 except that the returns to the GSCI have been removed

8Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 4 Option-Based Funds and Indices -Cumulative Growth of $100

(Dec 31 1999-Dec 29 2017)

$-

$50

$100

$150

$200

$250

$300

$350

$400

Dec-

99

Oct

-00

Aug-

01

Jun-

02

Apr-

03

Feb-

04

Dec-

04

Oct

-05

Aug-

06

Jun-

07

Apr-

08

Feb-

09

Dec-

09

Oct

-10

Aug-

11

Jun-

12

Apr-

13

Feb-

14

Dec-

14

Oct

-15

Aug-

16

Jun-

17

Cum

ulat

ive

Retu

rn

$339 - Citigroup 30-yrTreasury

$315 - PUT - Cboe SampP 500PutWrite Index

$273 - SampP 500

$242 - BXM - Cboe SampP 500BuyWrite Index

$216 - Option Based FundsUS Equity

$199 - MSCI EAFE

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 9: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

9Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 5 Annualized Total Returns ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-08

38

44

49

57

64

71

-20 -10 00 10 20 30 40 50 60 70 80

SampP GSCI

MSCI EAFE

Option Based Funds US Equity

BXM

SampP 500

PUT

Citi Treasury 30 Yr

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 10: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 6 Option-Based Funds had a lower standard deviation than the SampP 500 Index and risk similar to BXM and PUT

10Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 6 Annualized Standard Deviation ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

227

168

146

136

106

106

104

00 50 100 150 200 250

SampP GSCI

MSCI EAFE

SampP 500

Citi Treasury 30 Yr

PUT

BXM

Option Based Funds US Equity

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 11: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 7 Option-Based Funds had lower drawdown risk than the SampP 500 Index

11Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 7 Maximum Drawdown ndash Option BasedFunds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

-809

-567

-509

-439

-358

-327

-260

-900 -800 -700 -600 -500 -400 -300 -200 -100 00

SampP GSCI

EAFE

SampP 500

Option Based Funds US Equity

BXM

PUT

Citi Treasury 30 Yr

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 12: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 8 Source Morningstar and ICI

12Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 8 Average Fees for Live Funds (bps)(2017)

96

96

96

93

93

66

0 20 40 60 80 100 120

Non-Equity OBF

Equity MF OBF

Equity ETF OBF

Equity CEF OBF

All Equity OBF

All US Equity Funds

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 13: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 9 Option-Based Funds typically have lower risk than the SampP 500 Index Note the close tracking of return and risk between the BXM Index and the Option-Based Funds

13Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 9 SampP 500 and Option-Based Funds Performance over Rolling Three-Year Periods (Dec 31 1999-Dec 29 2017)

Rolling 36-Month Historical Annualized Returns

Rolling 36-Month Historical Annualized Standard Deviation

-20-10

0102030

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Ret

urn

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

05

10152025

Jan-

00

Aug-

00

Mar

-01

Oct

-01

May

-02

Dec-

02

Jul-0

3

Feb-

04

Sep-

04

Apr-

05

Nov

-05

Jun-

06

Jan-

07

Aug-

07

Mar

-08

Oct

-08

May

-09

Dec-

09

Jul-1

0

Feb-

11

Sep-

11

Apr-

12

Nov

-12

Jun-

13

Jan-

14

Aug-

14

Mar

-15

Oct

-15

May

-16

Dec-

16

Jul-1

7

Ann

Vol

atili

ty

Option Based Funds US Equity BXM - Cboe SampP 500 BuyWrite Index SampP 500

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 14: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 10 The Sortino ratio compares downside risk while the Stutzer Index accounts for skewness and kurtosis in the risk measures Data from December 31 1999 ndash December 29 2017

14Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 10 Return-to-Risk Ratios ndash Option-Based Funds and Benchmark Indices

(Dec 31 1999-Dec 29 2017)

027

046

060

039

052

(004)

022

031

032

041

037

063

(015)

018

024

046

058

039

052

003

022

Option-Based Funds

BXM - Cboe SampP 500 BuyWrite

PUT - Cboe SampP 500 PutWrite

SampP 500

Citi Treasury 30 Yr

SampP GSCI

MSCI EAFE

Stutzer Ratio Sortino Ratio Sharpe Ratio

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 15: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

15

-100

-50

0

50

100

150

200

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

Returns by Quartile of Option-Based Funds

Q1 Median Q3 BXM

bull Exhibit 11 In many years the median return to Option-based funds matches or exceeds the return on the BXM Index In most years there is a large spread between the highest and lowest returning Option-Based Funds For example the 2013 return to the median options-based fund was 166 while the return to the BXM was 159

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 16: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Jan 2000 to Dec 2017Option-

Based Funds

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index SampP 500 -

Citigroup 30-yr

Treasury SampP GSCI MSCI EAFE Annualized Return 42 49 64 57 71 -08 38Standard Deviation 107 106 106 146 136 227 168Semi-Standard Deviation 90 103 117 111 87 162 124Jensens Alpha -015 061 227 000 666 -427 -191Beta to SampP 500 067 065 061 100 -027 045 099Skewness -091 -121 -186 -059 027 -042 -057Kurtosis 333 455 841 122 284 124 150Sharpe Ratio 024 046 060 039 052 -004 022Sortino Ratio 029 032 041 037 063 -015 018Treynor Ratio 004 008 010 006 -026 -002 004Stutzer Index 024 046 058 039 052 003 022Autocorrelation 015 011 014 010 004 018 015Correlation to SampP 500 091 089 084 100 -029 029 086Correlation to BXM 087 100 097 089 -026 034 078Maximum Drawdown -440 -358 -327 -509 -260 -809 -567M-Squared 51 61 82 57 75 00 35

Exhibit 12 The risk of Option-Based Funds compare favorably to long-only equity indexes The Stutzer Index is an alternatives to the Sharpe Ratio that compensates for non-Normal return distributions

16Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 12 Summary Statistics Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 17: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 13 Annual returns to Indexes and Options-Based Funds

17Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 13 Annual Returns to Indexes and Option-Based Funds (Dec 31 1999-Dec 29 2017)

Options-Based Funds

BXM - CBOE SampP 500 BuyWrite

Index

CBOE SampP 500 PutWrite

Index

BXMD -CBOE SampP 500 30-Delta

BuyWrite Index

PPUT - CBOE SampP 500 5 Put

Protection Index SampP 500

30-yr Treasury Bond Index

(Citi) SP GSCI MSCI EAFE

2000 -15 74 131 01 -142 -91 200 497 -1422001 -05 -109 -106 -89 -21 -119 34 -319 -2142002 -73 -76 -86 -132 -176 -221 162 321 -1592003 191 194 218 259 193 287 08 207 3862004 72 83 95 104 60 109 87 173 2022005 28 42 67 50 23 49 88 256 1352006 203 133 152 178 123 158 -11 -151 2632007 -38 66 95 62 -05 55 102 327 1122008 -316 -287 -268 -313 -201 -370 413 -465 -4342009 340 259 315 321 87 265 -259 135 3182010 75 59 90 112 117 151 87 90 782011 -21 57 62 73 -14 25 354 -12 -1212012 100 52 81 110 100 155 24 01 1732013 166 133 123 191 271 324 -150 -12 2282014 63 56 64 62 112 137 293 -331 -492015 -04 52 64 40 -51 14 -31 -329 -082016 74 71 78 84 83 120 08 114 102017 129 130 108 161 186 218 91 58 250

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 18: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 14 Option-Based Funds have risk and return more similar to a 60 stock 40 bond portfolio rather than a long-only equity investment

18Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 14 Indices and Option-Based Funds Performance(Dec 31 1999-Dec 29 2017)

BXM

30 Yr Bond

Option-Based Funds

SampP 500

EAFE

6040

GSCI

PUT

-2

-1

0

1

2

3

4

5

6

7

8

00 50 100 150 200 250

Annu

aliz

ed R

etur

n

Annualized Standard Deviation

Risk-Return Tradeoff

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 19: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Institutionally Focused Option-Based Strategies

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

19

Company Strategy1 1492 Capital Management LLC Small Cap Dynamic Hedge2 Allianz Global Investors AllianzGI Structured Alpha Equity 2503 Allianz Global Investors AllianzGI Structured Alpha Equity 5004 Analytic Investors LLC Covered Call and Put-write5 Chartwell Investment Partners Chartwell Covered Call Strategy6 DGV Solutions DGV Enhanced US Equity Fund LLC7 First Quadrant LP Protected Equity Plus8 Flippin Bruce amp Porter Inc FBP Equity and Dividend Plus9 Gateway Investment Advisers LLC Gateway Active Index Option Overwrite Composite10 Gateway Investment Advisers LLC Gateway Buy-Write Replication Composite11 Gateway Investment Advisers LLC Gateway IndexRA (Risk Adjusted)12 Gateway Investment Advisors Gateway Active Index PutWrite Composite13 Geode Capital Management LLC Geode OPT-Premia Spread14 Glenmede Investment Management LP Secured Options15 Harvest Volatility Advisors Long Short Replication Equity Hedge16 Iron Financial LLC IRON SampP 500 Equity Plus Strategy17 MD Sass Investors Services and Associates MD Sass Equity Income Plus18 MAI Capital Management LLC MAI Managed Volatility Strategy19 Morgan Stanley Investment Management Global Balanced Income20 Neuberger Berman SampP 500 PutWrite (OTM)21 Parametric Portfolio Associates Parametric Liquid Alternative22 Parametric Portfolio Associates LLC Parametric Defensive Equity23 Putnam Investments Putnam Strategic Volatility Equity24 Putnam Investments Putnam US Low Volatility Equity25 Ross Jeffrey amp Antle RJA PutWrite Select 26 Schafer Cullen Capital Management Enhanced Equity Income27 Shelton Capital Management Equity Income Strategy28 Sterling Capital Management LLC Sterling Enhanced Equity SMA29 The Pelican Bay Group Yield Plus Covered Calls30 Van Hulzen Asset Management Van Hulzen Covered Call Strategy31 Willingdon Wealth Management Willingdon Covered Call Portfolio32 Ziegler Capital Management LLC FAMCO Covered Call

This list is not exhaustive and is not meant to serve as a soliciation for or endorsement of the strategies shown above

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 20: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 15 Cumulative monthly total return since June 30 1986 for Option-based indexes and various traditional indexes Performance is re-scaled to represent a starting value of $1 on June 30 1986 for all indexesSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 15 ndash Index Cumulative Growth Since Mid-1986

20

$-

$9

$18

$27

Jun-86 Jun-92 Jun-98 Jun-04 Jun-10 Jun-16Tota

l Ret

urn

Indi

ces r

e-sc

aled

to $

1 on

June

30

198

6

$2499 - BXMD - Cboe SampP 500 30-DeltaBuyWrite Index

$2181 - SampP 500

$2057 - PUT - Cboe SampP 500 PutWriteIndex

$1490 - BXM - Cboe SampP 500 BuyWriteIndex

$839 - PPUT - Cboe SampP 500 5 PutProtection Index

$821 - 30-yr Treasury Bond (Citi)

$762 - MSCI EAFE (USD)

$327 - SampP GSCI

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 21: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 16 Option-Based Strategy indexes had a longer track record than most single funds Over 25 years BXMD a higher total return than the SampP 500 It is worth noting that BXM and PUT were introduced in 2006 and 2007 respectively and earlier data has been backfilledSources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 16 ndash Annualized Returns Since Mid-1986

21

38

67

69

70

90

101

103

108

SampP GSCI

MSCI EAFE (US$)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 22: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 17 While BXMD had a higher total return than the SampP 500 since mid-1986 the BXMD also had a lower standard deviation Sources Bloomberg and Cboe Options Exchange Data From June 30 1986 ndash Dec 29 2017 Total return indexes (pre-tax) Past performance is not predictive of future returns

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 17 ndash Annualized Standard Deviations Since Mid-1986

22

203

171

149

128

122

121

106

99

SampP GSCI

MSCI EAFE (US$)

SampP 500

Cboe SampP 500 30-Delta BuyWrite Index (BXMD)

30-yr Treasury Bond (Citi)

Cboe SampP 500 5 Put Protection Index (PPUT)

Cboe SampP 500 BuyWrite Index (BXM)

Cboe SampP 500 PutWrite Index (PUT)

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 23: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 18 Option-Based Strategy indexes can build more efficient portfolios with similar return and lower risk than the SampP 500 IndexSources Cboe Options Exchange and Bloomberg Data as of June 30 1986 ndash Dec 29 2017 Total Return (pre-tax) indexes

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 18 ndash Returns and Volatility Since Mid-1986

23

1-Yr Treasury

10-Yr Treasury

BXM

BXMD

SampP 500

MSCI World

Russell 2000

SampP GSCI

PUT

PPUT

2

4

6

8

10

12

0 5 10 15 20 25

Annu

alize

d Re

turn

s

Standard Deviation

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 24: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 19 BXM PUT and BXMD have a lower standard deviation of returns than the SampP 500 Index

24Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 19 ndash Summary Statistics since Mid-1986

BXM - CboeSampP 500

BuyWriteIndex

PUT - CboeSampP 500 PutWrite

Index

BXMD - CboeSampP 500 30-

Delta BuyWrite

Index

PPUT - CboeSampP 500 5

Put Protection

Index SampP 500

30-yr Treasury

Bond (Citi) SampP GSCI

MSCI EAFE (US$)

Annualized Return 90 101 108 70 103 69 38 67

Standard Deviation 106 99 127 121 149 122 203 172

Semi-Standard Deviation 108 117 113 80 117 77 142 120

Jensens Alpha 158 327 196 -129 000 502 -046 -212

Beta to SampP 500 063 055 081 074 100 -008 023 081

Skewness -158 -214 -115 -028 -082 025 -020 -039

Kurtosis 667 1028 417 059 264 277 204 103

Sharpe Ratio 061 077 065 037 052 036 007 024Sortino Ratio 060 065 073 056 066 057 009 035Treynor Ratio 010 014 010 006 008 -058 006 005Autocorrelation 009 013 005 -004 004 007 018 007Correlation to SampP 500 089 084 095 092 100 -009 017 070

Correlation to BXM 100 097 097 069 089 -010 022 061Maximum Drawdown -358 -327 -426 -389 -509 -260 -809 -567

M-Squared 116 139 122 80 103 79 35 61

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 25: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 20 The BXM and PUT strategies regularly sell SampP 500 Index Option The premium earned varies over time but has averaged 17 per month for BXM Premiums earned can support a high income yield for Option-Based Funds Since mid-1988 the SPX call Option monthly premium received per the hypothetical BXM strategy averaged 17 of the value of the stock position held Please note that while these gross amounts are positive values a buy-write strategy can have negative net returns if the value of the stocks held declines Source wwwCboecombuywrite

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 20 ndash Monthly Gross Premiums Received by BXM Index

25

0

3

6

9

Jun-88 Jun-90 Jun-92 Jun-94 Jun-96 Jun-98 Jun-00 Jun-02 Jun-04 Jun-06 Jun-08 Jun-10 Jun-12 Jun-14 Jun-16(June 1988 - Dec 2017) Source Cboe

Please note that these are gross amounts and the net return usually will be less with a buywrite strategy wwwcboecombenchmarks

BXM Index - Monthly Gross Premiums Gross amount received as a of the underlying

Average was about 17 per month

-40

-20

0

20

40

60

Jun-89 Jun-91 Jun-93 Jun-95 Jun-97 Jun-99 Jun-01 Jun-03 Jun-05 Jun-07 Jun-09 Jun-11 Jun-13 Jun-15 Jun-17

BXM Index - Comparing Gross Premiums and Net Returns

Rolling 12-Month BXM Gross Premium Rolling 1-Year Net Returns for BXM Index

(June 1989 - Dec 2017) Sources Bloomberg and Cboe Past performance is not predictive of future returns

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 26: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 21 Richness is calculated as the level of the VIX Index at the start of a 30-day period minus the annualized standard deviation of returns of the SampP500 that is actually realized in that 30-day period Since the VIX Index is a forward looking measure each VIX Index level corresponds with the same 30-day period as the forward looking annualized standard deviation calculation When implied volatility is higher than realized volatility options are rich which allows option sellers to earn additional returns Exhibit 16 shows that indexes selling options (BXMD PUT and BXM) had higher annualized returns than the index that buys options (PPUT)

26Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 21 ndash Quarterly Average Richness of SampP 500 Option

-1500

-1000

-500

000

500

1000M

ar-9

0Ja

n-91

Nov

-91

Sep-

92Ju

l-93

May

-94

Mar

-95

Jan-

96N

ov-9

6Se

p-97

Jul-9

8M

ay-9

9M

ar-0

0Ja

n-01

Nov

-01

Sep-

02Ju

l-03

May

-04

Mar

-05

Jan-

06N

ov-0

6Se

p-07

Jul-0

8M

ay-0

9M

ar-1

0Ja

n-11

Nov

-11

Sep-

12Ju

l-13

May

-14

Mar

-15

Jan-

16N

ov-1

6Se

p-17

Diffe

renc

e in

Vol

atili

ty P

oint

s

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 27: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Exhibit 22 Fund managers examine trading liquidity and capacity when considering investment vehicles The approximate daily notional value of trading in SPX Option can be estimated by multiplying the average daily volume times the value of the SampP 500 Index times the $100 Option contract multiplier for a value of more than $280 billion per day Some investors use a delta-weighting multiplier to develop a more conservative estimate for notional value of Option trading Sources Rough estimates of notional volume (in $billions) by Cboe Option Exchange Some analysts use a delta-weighting multiplier to develop more conservative estimates Figures include SPX weeklys wwwcboecomSPX

Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFs An Updaterdquo (January 2018) Please see the last slide for important disclosures

Exhibit 22 ndash Capacity and Notional Volume

27

$13 $12 $12 $14 $22 $34 $54

$93 $86 $58

$79 $99 $96

$135 $172

$190 $215

$287

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

Notional Value of Avg Daily Volumefor SPX Option at Cboe (in $billions)

Grew to more than $280 billion in 2017

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28
Page 28: Performance Analysis of Option-Based Equity Mutual … Analysis of Option-Based Equity Mutual Funds, CEFs, and ETFs: An Update Keith Black, Ph.D., CAIA, CFA Managing Director of CAIA

Cboe Exchange Inc provided financial support for the research for this paper Option involve risk and are not suitable for all investors Prior to buying or selling an option a person must receive a copy of Characteristics and Risks of Standardized Option Copies are available from your broker or from The Option Clearing Corporation at wwwtheocccom Investments in ETPs involve risk including the possible loss of principal and are not appropriate for all investors Non-traditional ETPs including leveraged and inverse ETPs pose additional risks and can result in magnified gains or losses in an investment Specific risks are outlined in the fund prospectus and may include concentration risk correlation risk counterparty risk credit risk market risk interest rate risk volatility risk tracking error risk among others Investors should consult with their tax advisors to determine how the profit and loss on any particular investment strategy will be taxed The information in these materials are provided for general education and information purposes only No statement within these materials should be construed as a recommendation to buy or sell a security or to provide investment advice Benchmark indexes (ldquoIndexesrdquo) described here are designed to represent proposed hypothetical Option strategies The actual performance of investment vehicles such as mutual funds or managed accounts can have significant differences from the performance of the Indexes Investors attempting to replicate the Indexes should discuss with their advisors possible timing and liquidity issues Like many passive benchmarks the Indexes do not take into account significant factors such as transaction costs and taxes Transaction costs and taxes for strategies such as the Indexes could be significantly higher than transaction costs for a passive strategy of buying-and-holding stocks Investors should consult their tax advisor as to how taxes affect the outcome of contemplated Option transactions Past performance does not guarantee future results It is not possible to invest directly in an index Past performance is not indicative of future results Parameters relating to past performance of strategies discussed are not capable of being duplicated These materials contain index performance data based on back-testing ie calculations of how the index might have performed prior to launch Back-tested performance information is purely hypothetical and is provided in these materials solely for informational purposes Back-tested performance does not represent actual performance and should not be interpreted as an indication of actual performance Index performance returns do not reflect management fees transactions costs or expenses No representation is being made that any investment will or is likely to achieve a performance record similar to that shown The views of third party speakers and their materials are their own and do not necessarily represent the views of Cboe Third party speakers are not affiliated with Cboe These materials should not be construed as an endorsement or an indication by Cboe of the value of any non-Cboe product or service described in these materials Cboereg Cboe Vestreg and VIXreg are registered trademarks and RMCSM SPXSM BuyWriteSM PutWriteSM BXMSM BXMDSM PUTSM PPUTSM and WeeklysSM are service marks of Cboe Exchange Inc SampPreg and SampP 500reg are registered trademarks of Standard and Poors Financial Services LLC and are licensed for use by Cboe Exchange Inc Financial products based on SampP indices are not sponsored endorsed sold or promoted by Standard amp Poorrsquos and Standard ampPoorrsquos makes no representation regarding the advisability of investing in such products All other trademarks and service marks are the property of their respective owners All other trademarks and service marks are the property of their respective owners More information is or will be available at wwwingarmorg and wwwcboecomfunds Please email comments to eszadoprovidenceedu kblackcaiaorg or institutionalcboecom

28

  • Performance Analysis of Option-Based Equity Mutual Funds CEFs and ETFsAn UpdateKeith Black PhD CAIA CFA Managing Director of CAIA (Chartered Alternative Investment Analyst) AssociationEdward Szado PhD CFA Assistant Professor of Finance Providence College Director of Research INGARM (Institute for Global Asset and Risk Management)
  • Co-authors of the Study
  • Methodology
  • Largest and Oldest Option-Based Funds(December 31 2017)
  • Slide Number 5
  • Slide Number 6
  • Slide Number 7
  • Slide Number 8
  • Slide Number 9
  • Slide Number 10
  • Slide Number 11
  • Slide Number 12
  • Slide Number 13
  • Slide Number 14
  • Exhibit 11 Analysis of Yearly Performance ndash Managers in Quartiles and vs BXM Benchmark Index (Dec 31 1999-Dec 29 2017)
  • Slide Number 16
  • Slide Number 17
  • Slide Number 18
  • Institutionally Focused Option-Based Strategies
  • Slide Number 20
  • Slide Number 21
  • Slide Number 22
  • Slide Number 23
  • Slide Number 24
  • Slide Number 25
  • Slide Number 26
  • Slide Number 27
  • Slide Number 28