shinobi ii

21
The Art of Guerilla Warfare in the Japanese Equity Market By Michael Allen Shinobi Shinobi

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Page 1: Shinobi II

The Art of Guerilla Warfare in the Japanese Equity Market

By Michael Allen

Shinobi Shinobi

Page 2: Shinobi II

Japan is Different!

2

-12

-10

-8

-6

-4

-2

0

2

4

6

1M 3M 6M 12M 2Yr 3Yr 4Yr 5Yr

Average Return to Momentum - 1995 to 2010

MSCI Japan MSCI World

Page 3: Shinobi II

Momentum Returns

3

60

80

100

120

140

160

180

200

220

240

26004

/30/

1999

02/2

9/20

00

12/2

9/20

00

10/3

1/20

01

08/3

0/20

02

06/3

0/20

03

04/3

0/20

04

02/2

8/20

05

12/3

0/20

05

10/3

1/20

06

08/3

1/20

07

06/3

0/20

08

Just buying the worst performing decile and selling the best would double your money during a period when the market halved.

Page 4: Shinobi II

0

1,000

2,000

3,000

4,000

5,000

6,000

7,000

0

1,000

2,000

3,000

4,000

5,000

6,000

7,0002/

1/20

01

6/1/

2001

10/1

/200

1

2/1/

2002

6/1/

2002

10/1

/200

2

2/1/

2003

6/1/

2003

10/1

/200

3

2/1/

2004

6/1/

2004

10/1

/200

4

2/1/

2005

6/1/

2005

10/1

/200

5

2/1/

2006

6/1/

2006

10/1

/200

6

2/1/

2007

6/1/

2007

10/1

/200

7

2/1/

2008

6/1/

2008

10/1

/200

8

2/1/

2009

6/1/

2009

10/1

/200

9

2/1/

2010

6/1/

2010

10/1

/201

0

2/1/

2011

6/1/

2011

10/1

/201

1

2/1/

2012

Nissha Printing Share Price and Book Value

Price 1.4x bvps 1.05x bvps 0.7x bvps Last Price

There is no fundamental explanation for the vast majority of profit opportunities in the Japanese market.

4

Page 5: Shinobi II

Our advantage is our ability to choose the appropriate methodology from amongst quantitative, technical, and rigorous fundamental research, and to implement all three effectively.

5

Page 6: Shinobi II

忍 6

0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

N-0

7J-

08M

-08

J-08

A-0

8O

-08

D-0

8F-

09A

-09

J-09

S-09

N-0

9J-

10M

-10

M-1

0A

-10

O-1

0D

-10

Low Frequency

Buy & Hold

Model

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1 6011

917

823

729

635

541

447

353

259

165

070

976

882

788

694

510

0410

6311

22

0.0

200.0

400.0

600.0

800.0

1,000.0

1,200.0

1,400.0

N-0

7J-

08M

-08

M-0

8J-

08S-

08N

-08

J-09

M-0

9M

-09

J-09

S-09

N-0

9J-

10A

-10

J-10

A-1

0O

-10

D-1

0

High Frequency

Buy & Hold

Model

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1 6011

917

823

729

635

541

447

353

259

165

070

976

882

788

694

510

0410

6311

22

0.0

100.0

200.0

300.0

400.0

500.0

600.0

700.0

800.0

N-0

7J-

08M

-08

M-0

8J-

08S-

08N

-08

J-09

M-0

9M

-09

J-09

S-09

N-0

9J-

10A

-10

J-10

A-1

0O

-10

D-1

0

Mid Frequency

Buy & Hold

Model

0

0

0

0

0

1

1

1

1

1

1

1 5811

517

222

928

634

340

045

751

457

162

868

574

279

985

691

397

010

2710

8411

410.0500.0

1,000.01,500.02,000.02,500.03,000.03,500.04,000.04,500.05,000.0

N-0

7J-

08M

-08

J-08

A-0

8O

-08

D-0

8F

-09

A-0

9J-

09S

-09

N-0

9J-

10M

-10

M-1

0A

-10

O-1

0D

-10

Low Frequency

Buy & Hold

Model

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

160

119

178

237

296

355

414

473

532

591

650

709

768

827

886

945

1004

1063

1122

0.01,000.02,000.03,000.04,000.05,000.06,000.07,000.08,000.0

N-0

7J-

08M

-08

M-0

8J-

08S

-08

N-0

8J-

09M

-09

M-0

9J-

09S

-09

N-0

9J-

10A

-10

J-10

A-1

0O

-10

D-1

0

High Frequency

Buy & Hold

Model

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

160

119

178

237

296

355

414

473

532

591

650

709

768

827

886

945

1004

1063

1122

0.01,000.02,000.03,000.04,000.05,000.06,000.07,000.08,000.09,000.0

N-0

7J-

08M

-08

M-0

8J-

08S

-08

N-0

8J-

09M

-09

M-0

9J-

09A

-09

O-0

9D

-09

F-1

0A

-10

J-10

A-1

0O

-10

D-1

0

Mid Frequency

Buy & Hold

Model

0

0

0

0

0

1

1

1

1

1

1

158

115

172

229

286

343

400

457

514

571

628

685

742

799

856

913

970

1027

1084

1141

Unique technical models: 1. Measure and predict

relative performance2. Multiple-trading

frequencies3. Parameters adapt to

characteristics of each stock. These are not one-size-fits-all models.

Page 7: Shinobi II

Non-concentrated

Typical concentrations Some important rules• No position exceeds 3% of NAV,

or 30% of daily volume.• No long positions in assets labeled

as toxic by our balance sheet & cash flow analysis

• No industry exposure exceeds 6% above Topix weighting in either long or short book.

• No net industry exposure exceeds 6% of NAV

• 60 to 80 names per side• There is nothing wrong with cash

7

39%

Short

Other Positions

40%

Long

Largest 20 Positions

Page 8: Shinobi II

Non-directional

Correlation to Topix is expected to be zero.

8

Daily Percent Net Return

y = -0.065x + 0.0009R2 = 0.0565

-6%

-5%

-4%

-3%

-2%

-1%

0%

1%

2%

3%

4%

5%

6%

-6.00% -4.00% -2.00% 0.00% 2.00% 4.00% 6.00%

Topix

Fund

Fund Linear (Fund)

Correlation to Topix

Page 9: Shinobi II

Real-time Attribution I

Long and Short book returns dis-aggregated in real time

9

-3.0%

-2.0%

-1.0%

0.0%

1.0%

2.0%

3.0%

4.0%

-3.0%

-2.0%

-1.0%

0.0%

1.0%

2.0%

3.0%

4.0%Sector Returns

Mkt Long Short

Page 10: Shinobi II

Real-time Attribution IIReturns to sector allocation & stock selection dis- aggregated in real time.

10

-0.08%

-0.06%

-0.04%

-0.02%

0.00%

0.02%

0.04%

0.06%

0.08%

0.10%

Sector Attribution

Sector Allocation Stock Selection Total

Page 11: Shinobi II

Real-time Attribution IIIStock specific return dispersion of long and short book measured and matched-up in real time.

11

-0.06%

-0.04%

-0.02%

0.00%

0.02%

0.04%

0.06%

0.08%

Real Time Return Dispersion

Long Short

Page 12: Shinobi II

忍 12

Preventing Volatility Spikes

Historical Volatility

0.0

0.2

0.4

0.6

0.8

1.0

1.2

2/6

3/6

4/6

5/6

6/6

7/6

8/6

9/6

10/6

11/6

12/6

Short Long

Historical Volatility

0.0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1.0

2/6

3/6

4/6

5/6

6/6

7/6

8/6

9/6

10/6

11/6

12/6

Short Long

Correlation of Volatility

y = 0.9591x - 0.0656R2 = 0.894

0.00

0.20

0.40

0.60

0.80

1.00

1.20

0.0 0.2 0.4 0.6 0.8 1.0 1.2

Correlation of Volatility

y = 1.0072x + 0.0457R2 = 0.9425

0.00

0.20

0.40

0.60

0.80

1.00

1.20

0.0 0.2 0.4 0.6 0.8 1.0

Before After

Page 13: Shinobi II

Recognized a superior business model in Sugi Drug Stores before the street caught on.

13

Sugi vs Topix

80

100

120

140

160

180

200

A-0

6

O-0

6

D-0

6

F-07

A-0

7

J-07

A-0

7

O-0

7

D-0

7

F-08

A-0

8

Buy

Sell

Page 14: Shinobi II

We were alone in understanding that despite 5 years of un-precidented growth, Japan’s blast furnace operators were still cyclical beasts incapable of controlling costs and extremely dependent on credit markets.

14

JFE vs. Topix

200

250

300

350

400

450

500

550

6009/

05

12/0

5

3/06

6/06

9/06

12/0

6

3/07

6/07

9/07

12/0

7

3/08

6/08

9/08

SHORT

SHORT

BUY

Page 15: Shinobi II

Recognized the message from management of seemingly insignificant level of share repurchases.

15

Shionogi vs. Topix

0

50

100

150

200

250

300

9/05

12/0

5

3/06

6/06

9/06

12/0

6

3/07

6/07

9/07

12/0

7

3/08

6/08

9/08

BUY

Page 16: Shinobi II

Recognized accounting flaws in leading producer of car batteries. Then played the decline in commodity input prices.

16

Yuasa vs. Topix

0

10

20

30

40

50

60

1/08

2/08

3/08

4/08

5/08

6/08

7/08

8/08

9/08

10/0

8

11/0

8

12/0

8

BUY

SHORT SELL

Page 17: Shinobi II

In-depth industry analysis showed that in the depths of the greatest recession of our life-time, massive shortages were building in automotive seats.

17

0

0.5

1

1.5

2

2.507

/08

08/0

8

09/0

8

10/0

8

11/0

8

12/0

8

01/0

9

02/0

9

03/0

9

04/0

9

05/0

9

06/0

9

07/0

9

08/0

9

Toyota Boshoku vs Topix

Buy

Page 18: Shinobi II

Took advantage of foreigners who bought on an ecology theme without knowing the company was about to suffer massive shortfalls in revenue and profit.

18

0

1

2

3

4

5

6

7

Ibiden vs. Topix

Short

Page 19: Shinobi II

忍 19

Daily ReturnsNet Performance

60

70

80

90

100

110

120

130

140

3/07 4/07 5/07 6/07 7/07 8/07 9/07 10/07 11/07 12/07 1/08 2/08 3/08 4/08

Model Topix

*Out-of-sample Test of Concept

Page 20: Shinobi II

忍 20

Daily Returns*

*Out-of-sample Test of Concept

80

85

90

95

100

105

110

TPX Net Return

Page 21: Shinobi II

忍 21

Guerilla Investing

“In Japanese history, a ninja ( 忍者 ) is a warrior specially trained in a variety of unorthodox arts of war, including scouting , assassination, espionage, sabotage, and various martial arts.   Shinobinomono ( 忍びの者) is an older form of the word, meaning one who is stealthy. The character 忍  (pronounced neen or shino) depicts a sword above a heart.