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Page 1: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Long term value investing

- favourably loading our dice

November 2015

Page 2: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 3: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Agenda

• Perspectives - active asset management and

the SA market

• Value investing

• Why value investing and why long term

• Statistical support

• Anecdotal support - successful asset managers

• Quality

• SPW investment philosophy

• Conclusion and performance

Page 4: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 5: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Facts • Everybody attempts to outperform a benchmark, hence they believe in

market inefficiency

• By definition only 50% of actively managed assets can outperform

pre costs

• Post costs less than 50% of actively managed asses outperform

• Bulk of the assets are run by highly professional, qualified, incentivised

and hard working teams.

• Top 5 asset managers manage >50% of private institutional and

retail assets

• Crowded trade: 246 general equity unit trusts investing in 370 listed

shares

Active asset management

Page 6: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Industry AUM breakdown – total R5.9t

50%

17%

20%

4%

9%

Institutional Retail PIC Private Client - discretionary Private Client - non discretionary

Page 7: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Private institutional and retail asset managers

12%

12%

10%

9%

9%9%

4%

4%

3%

3%

25%OMIG

CORONATION

ALLAN GRAY

INVESTEC

SIM

STANLIB

MOMENTUM AM

PRUDENTIAL

FUTUREGROWTH

FOORD

OTHER

Page 8: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Institutional mandate breakdown

5%

29%

3%

4%

25%

11%

12%

3%4%

4%

Balanced - SA

Balanced - Global

Balanced - AR (SA)

Balanced - AR (Global)

Equity

Fixed interest

Money market

Property

International

Other

Page 9: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 10: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Value investing = buying assets at less than their intrinsic value

• Not simply a matter of low absolute valuations, rather low

normalised valuations relative to justified valuations

• Justified valuations a function of a companies future growth

prospects, which in turn is a function of a companies ROE

generation and ability to reinvest at similar return levels.

• Theoretically: growth = ROE * retention rate

• Opportunities arise when the market underestimates the future

growth prospects of a company

Value investing

Page 11: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Market is largely efficient / rational

• However the participants in the market (humans) are affected by

emotions and irrational behavioural traits that lead to deviations from

fair values

• Heuristic driven biases – representativeness, overconfidence, anchoring

and adjustment

• Frame dependence – Loss aversion, regret minimisation, money illusion

• Fear and greed – well quoted & amplify volatility

• Behavioural sources of chronic inefficiencies – overemphasising recent

performance, herding, rigid views, price target revisions, correlating

emotions with the market

• Emotions and behavioural traits drive short termism

• market extrapolates ST operating conditions for company/industry

Why do shares deviate from fair

value?

Page 12: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Extrapolation of ST operating

environment

2

3

4

5

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Murray and Roberts

Consensus target price Price Operating profit margin

Page 13: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Extrapolation of ST operating

environment

0

2

4

6

8

10

12

14

16

18

0

5000

10000

15000

20000

25000

2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014

Astral

Consensus target price Price Operating profit margin

Page 14: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Extrapolation of ST operating

environment

2

2.5

3

3.5

4

4.5

5

0

1

2

3

4

5

6

7

8

9

10

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014

Imperial

Operating profit margin Consensus stock rating

Page 15: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Extrapolation of ST operating

environment

-50

150

350

550

750

950

1150

20

03

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Backtest: Analyst rating

Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5 Universe

Page 16: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 17: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why value

Fair value

Pri

ce

Time

Share price

Page 18: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why value

Fair value

Pri

ce

Time

Share price

Page 19: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why value

Fair value

Pri

ce

Time

Share price

Page 20: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why value

Fair value

Pri

ce

Time

Share price

Page 21: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why long term

Fair value

Pri

ce

Time

Share Price

Page 22: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why long term

Fair value

Pri

ce

Time

Share Price

Page 23: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why long term

Fair value

Pri

ce

Time

Share Price

Page 24: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why long term

Fair value

Pri

ce

Time

Share Price

Page 25: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Why long term

Fair value

Pri

ce

Time

Share Price

Page 26: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Theory suggests that a company’s value is the sum of it’s discounted cash

flows/dividends/residual incomes etc.

Value in theory

20%

36%

49%

0%

10%

20%

30%

40%

50%

60%

70%

80%

0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30

Cu

mu

lati

ve p

erc

en

tage

of

tota

l val

ue

Years

Cumulative percentage of total value

Page 27: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 28: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Statistical studies performed on the All Share since 1960

• Important findings

• Value matters – negative correlation btw valuation and

prospective returns

• Time horizon matters. Correlation and R2 are more

significant when longer term prospective returns

considered

• Perspective matters. Correlation and R2 are more

significant when valuations normalised for cyclicality

• Strong correlation btw cyclically adjusted (normalised)

valuations and LT prospective returns

Statistical support

Page 29: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Correlation (relationship btw PE’s and prospective returns)

• Regression (strength of relationship)

Correlation and regression

1 year 3 years 5 years 10 years

Current PE's 0.21- 0.41- 0.48- 0.20-

Normalised PE's 0.31- 0.47- 0.46- 0.63-

prospective returns

1 year 3 years 5 years 10 years

Current PE's 0.05 0.17 0.23 0.23

Normalised PE's 0.10 0.23 0.21 0.39

prospective returns

Page 30: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Regression line: Current PE and 1 year prospective

returns

y = -0.0129x + 0.2619R² = 0.0451

-40.0%

-20.0%

0.0%

20.0%

40.0%

60.0%

80.0%

5.0 7.0 9.0 11.0 13.0 15.0 17.0 19.0An

nu

al 1

0 y

ear

pro

spe

ctiv

e r

eal

to

tal r

etu

rn

Current PE

ALSI regression btw 1 year prospetive real returns and current PE's

Page 31: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Regression line: Normalised PE and 10 year prospective

returns

y = -0.0111x + 0.1967R² = 0.3911

-5.0%

0.0%

5.0%

10.0%

15.0%

20.0%

5.0 7.0 9.0 11.0 13.0 15.0 17.0 19.0

An

nu

al 1

0 y

ear

pro

spe

ctiv

e r

eal

to

tal r

etu

rn

Normalised PE

ALSI regression btw 10 year prospetive real returns and normalised PE's

Page 32: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

PE’s and prospective returns

0

20

40

60

80

100

120

140

160

-10%

-5%

0%

5%

10%

15%

20%

25%

30%

35%

40%

45%

<5 5-7.5 7.5-10 10-12.5 12.5-15 15-17.5 >17.5

Su

bs

eq

ue

nt

5yr

pri

ce r

etu

rn p

.a.

P/E range

Min 5yr return p.a.

Max 5yr return p.a.

Median 5 yr return p.a.

Observations (months)

Page 33: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Anecdotal support - successful asset

managers – SA (1)

Page 34: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Commonality across top managers

1. Value approach

2. LT time horizon

Buy at the right price, take a long term view and be patient. To

outperform the herd you need to be different from the herd.

Managing investments using a long-established prudent value approach.

We strive to outperform our clients’ investment objectives steadily over

time, because consistency is the key to successful investing.

Successful asset managers – SA (2)

Page 35: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

All our funds are managed according to a long-term, valuation-

based investment philosophy, which we call the Coronation DNA.

Our equity investment process is primarily bottom-up stock picking and

valuation focused.

The investment philosophy combines the best aspects of value investing

with superior sustainable earnings growth, primary trend analysis and

measured market timing.

Successful asset managers – SA (3)

Page 36: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Our philosophy is very simply to buy companies whose share price is less

than their intrinsic value. Their slogan is: long term investing

All SIM’s investment decisions are firmly rooted in our pragmatic value

philosophy, which enables our fund managers to make rational – not

emotional – decisions that are based on in depth research conducted.

High quality investments that are trading at discounts to their inherent

intrinsic values.

Successful asset managers – SA (4)

Page 37: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

We make investment decisions based on mispricing we observe in the

market. We buy investments that are priced well below their intrinsic

values and avoid those that we believe are overpriced

Successful asset managers – SA (5)

Page 38: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 40: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Past performance and future returns

0

100

200

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Backtest: Past winners over 5 years

Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5 Universe

Page 41: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

High quality coupled with cheap valuations

-200

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Backtest: high ROE, low P/B

Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5 Universe

Page 42: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Good quality companies:

• Sanlam

• SAB

Quality companies – busting the myth

Page 43: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story then – rise of independent asset manager, reputational damage,

AIDS impact

Sanlam

Page 44: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story now – emerging market opportunity, ARV’s, shift to capital light

businesses

Sanlam

Page 45: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story then – old world industry = low growth, mature SA market, entry of

competitors

SAB

Page 46: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story now – emerging market exposure, global industry consolidation,,

predictable earnings, low cost of debt

SAB

Page 47: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Good quality companies: Sanlam, SAB

• Poor quality companies

• Anglo

• Truworths

Quality companies – busting the myth

Page 48: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story then – well managed, broadly diversified, good assets, political

influence

Anglos

Page 49: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Story now – poor capital allocators, end of commodity super cycle, over

exposured to SA, old world industry, weak management

Anglos

Page 50: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Truworths

Page 51: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Good quality companies: Sanlam, Medi-Clinic, SAB

• Poor quality companies: Anglo, Truworths

• Cyclical companies:

• WBHO

Quality companies – busting the myth

Page 52: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

WBHO

Page 53: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 54: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Price, Pattern, Perspective

• Price – reference to value

• Pattern – reference to cycles

• Perspective – in-depth industry and company

knowledge

• SPW determination of value

• Normalise profitability, don’t extrapolate

• Apply justified exit multiple to ‘normal’ earnings

• Multiple based on quality considerations

SPW philosophy from a bottom up perspective

Page 55: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Relying on current environment a poor guide

• Highest probability play is to let history and sound

economic theory guide us = normalisation

Forecasting

-80%

-60%

-40%

-20%

0%

20%

40%

60%

80%

100%

120%

140%

20

03

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15

Actual earnings relative to predictions made three years prior

All Share Industrial Resource Financial

Page 56: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

cycles in theory …

?

Page 57: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

cycles in theory …

?

Page 58: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

cycles in theory …

we value a company at its normalised levels

Page 59: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised
Page 60: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• Disconnect between pricing based on ST prospects and value

based on LT cash flows

• Value investing theoretically sound and proven, however value

investing at often requires time and patience to be effective

• SPW normalises when we value companies in order to ascertain

the most likely fair value

• Very few companies consistently outperform high expectations (low

probability) – we’ll likely miss these

• SPW will endeavour to deliver LT outperformance by capitalising

on pricing inefficiencies brought on by short termism

• Not always popular but proven to work

Conclusion

Page 61: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

SPW performance – flagship

portfolios 30-Sep-15

Portfolio 1 year 3 years 5 years 10 years

Since

inception

Inception

date

Equity portfolio 6.51% 18.48% 17.28% 18.15% 19.62% 01-Apr-01

JSE All Share Total Return Index 4.79% 15.38% 14.64% 14.75% 16.77%

Relative performance 1.72% 3.10% 2.64% 3.40% 2.85%

Balanced portfolio 8.97% 17.54% 16.06% 15.54% 17.66% 01-Dec-04

AA High Equity 6.03% 12.24% 11.40% 11.06% 12.31%

Relative performance 2.94% 5.30% 4.66% 4.48% 5.35%

Moderate balanced portfolio 9.90% 15.37% 14.34% 13.44% 14.64% 01-Dec-04

AA Medium Equity 5.82% 11.07% 10.57% 10.30% 11.22%

Relatie performance 4.08% 4.30% 3.77% 3.14% 3.42%

Conservative balanced portfolio 9.66% 13.59% 12.14% 11.41% 12.18% 01-Dec-04

AA Low Equity 6.93% 9.49% 9.36% 9.42% 9.98%

Relative performance 2.73% 4.10% 2.78% 1.99% 2.20%

Page 62: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Thank you

Page 63: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Appendixes

Page 64: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

• "What the wise man does in the beginning, the fool does in the end." -Warren Buffett

• "Our job is to find a few intelligent things to do, not to keep up with every damn thing in the

world." -Charlie Munger

• "We don't have to be smarter than the rest. We have to be more disciplined than the rest." -

Warren Buffett

• "We don't get paid for activity, just for being right. As to how long we'll wait, we'll wait

indefinitely." - Warren Buffett

• "Value investing is risk aversion." - Seth Klarman

• "Value investing is at its core the marriage of a contrarian streak and a calculator." - Seth

Klarman

• "It is better to be roughly right than precisely wrong." - John Maynard Keynes

• “Doubt is not a pleasant condition, but certainty is absurd.” –Voltaire

• “The most common cause of low prices is pessimism – sometimes pervasive, sometimes

specific to a company or industry. We want to do business in such an environment, not because

we like pessimism but because we like the prices it produces.” -Warren Buffett

• "Ain't only three things to gambling: knowing the 60-40 end of the proposition, money

management, and knowing yourself." -"Puggy" Pearson

Value investing quotes

Page 65: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Date

12 months (%)

(01/10/14 –

30/09/15)

3 years (%)*

(01/10/12 –

30/09/15)

5 years (%)*

(01/10/10 –

30/09/15)

7 years (%)*

(01/10/08 –

30/09/15)

10 years (%)*

(01/10/05 –

30/09/15)

Aggressive portfolio 1.83% 12.62% 13.33% 14.43% 14.76%

Equity portfolio 6.51% 18.48% 17.28% 17.42% 18.15%

Rand hedge portfolio 2.69% 17.06% 16.87% 17.46% 16.77%

JSE All Share 4.79% 15.38% 14.64% 14.52% 14.75%

Technical momentum portfolio 14.50% 20.48% 19.60% 19.56% 19.74%

JSE All Share 4.79% 15.38% 14.64% 14.52% 14.75%

Flexible portfolio 5.21% 12.32% 12.08% - -

CPI + 5% 9.93% 10.60% 10.60% - -

Value equity portfolio -1.96% 13.07% 13.81% 15.22% 15.50%

SWIX 6.07% 16.17% 15.70% 15.23% 14.71%

Dividend income portfolio 2.85% 12.32% 12.30% 15.23% -

CPI + 3% 7.93% 8.60% 8.60% 8.15% -

Shari’ah equity portfolio -2.62% 12.87% - - -

Shariah unit trust avg -11.33% 5.78% - - -

* Annualised

Track record: equity portfolios

NOT FOR EXTERNAL DISTRIBUTION

Page 66: Long term value investing - JSE 2015... · •Value investing = buying assets at less than their intrinsic value • Not simply a matter of low absolute valuations, rather low normalised

Track record: balanced portfolios

Date

12 months (%)

(01/10/14 –

30/09/15)

3 years (%)*

(01/10/12 –

30/09/15)

5 years (%)*

(01/10/10 –

30/09/15)

7 years (%)*

(01/10/08 –

30/09/15)

10 years (%)*

(01/10/05 –

30/09/15)

Balanced 8.97% 17.54% 16.06% 17.57% 15.54%

AA high equity 6.03% 12.24% 11.40% 10.93% 11.06%

Moderate

balanced 9.90% 15.37% 14.34% 14.09% 13.44%

AA medium

equity 5.82% 11.07% 10.57% 10.46% 10.30%

Conservative

balanced 9.66% 13.59% 12.14% 13.14% 11.41%

AA low equity 6.93% 9.49% 9.36% 9.29% 9.42%

* Annualised

NOT FOR EXTERNAL DISTRIBUTION