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Love Panic Gerry Fowler, CFA Head of Equity & Derivative Strategy October 2013

Head of Equity & Derivative Strategy - Cboe · Close alignment between views and implementation as the team combines equity AND derivative strategy experts #1 for option trading ideas

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Love Panic

Gerry Fowler, CFAHead of Equity & Derivative Strategy

October 2013

Macroeconomic/fundamental analysis and strategy leading to actionable trade ideas

� Close alignment between views and implementation as the team combines equity AND derivative strategy experts

� #1 for option trading ideas - Greenwich Survey of European Clients 2013

� Global Research House of the Year – Derivatives Intelligence 2013

Equity AND Derivative Strategy (BBG: BNPD <GO>)

“Have a view”

EconomicsFundamentalsMarket views

“Know the market”

Market pricing analysis/awareness

“Suggest actionable trades”

Equity & Derivative implementation strategies

Market & Strategy UpdatesVolatility & Correlation

MonitorsSingle Stock &

Directional FocusDividend Market

Updates

Daily Lens

Outlook andOutlook Updates

Dispersion Monitor

Global Index Volatility Express

Single Stock Weekly Focus

Sniper

Dividend Monitor

Dividend Espresso

2

Contents

Love-Panic

1. The importance of sentiment

2. Measuring sentiment

3. A hedging strategy for long only managers

Phase Attribution Model

4. Quantitative long/short sector investing using sentiment phasing

5. An option strategy for long/short managers

3

1. The importance of sentiment

4

Topical

But none calibrated to forward equity returns

5

....insert loosely related, humorous cartoon here....

6

Sentiment does play a major role in equity movements

-40%

-30%

-20%

-10%

0%

10%

20%

30%

40%

50%

60%

1998 2000 2002 2004 2006 2008 2010 2012

Chg in Rating

Growth

Yield

Global equity performance attribution heavily influenced by the VALUATION investors place on earnings

Pe

rfo

rma

nc

e

Source: BNP Paribas

7

2. Measuring sentiment

8

Enter Love-Panic

Popular sentiment indicators have short-comings

� Not calibrated to equity market performance (CESI)

� Sentiment isolation is ambiguous (VIX, market volumes, advance/decline indices)

� Single indicators measure factors that are often too specific (NYSE margin debt, AAII bull/bear surveys, fund flows etc)

� Combination indices use equal/constant weightings (CNN)

Love-Panic solutions

� Calibrated to 6-mth forward equity market returns

� Combines multiple sentiment factors to remove idiosyncratic non-sentiment drivers

� Dynamically weights components according to their historical predictive strength

Love-Panic construction

� Identify indices (that are subjectively related to sentiment) with 3-yr z-scores negatively correlated to 6-mth forward equity returns

� Weight their individual predictive success across three phases (love, panic and neutral levels).

� Combine their historical levels at the appropriate phased weighting into the Love-Panic index. Individual factor weightings vary from 0-11% of the total index calculation.

� Testing period 2005 to May 2010

9

Individual indicators “hit and miss”

Smallcap outperformance of largecaps CBOE put/call ratio

+12 other indicators

Fund flow into US equities

Source: BNP Paribas

State Street Investor Confidence

Source: BNP Paribas

Source: BNP ParibasSource: BNP Paribas

10

Combined indicator has high/consistent negative correlation

Love-Panic US Index

3-yr rolling correlation to market performance

-10%

-5%

0%

5%

10%

15%

below

-20

-20 to

-10

-10 to -

5

-5 to 0 0 to 5 5 to 10 10 to

15

15 to

20

above

20

Average Return by Love-Panic level

Conviction best at extremes

Lo

ve

-Pa

nic

le

ve

l

Source: BNP Paribas

Source: BNP Paribas

Source: BNP Paribas

11

Out of sample performance and regimes in sentiment value

Thoughts on out of sample periods

� Doesn’t give false signals in periods when fundamentals consistently trump sentiment (2004-2007)

� Fails when bullish momentum trumps contrarians (2003, 2013). These periods are usually associated with a rapid move to bullishness caused by genuine fundamental improvement.

A useful addition to risk management toolkits

Source: BNP Paribas

12

Latest Love-Panic US update and inputs (BBG: ILUVUS Index)

Source: BNP Paribas

Source: BNP Paribas

13

Latest Love-Panic EU update and inputs (BBG: ILUVEUR Index)

Source: BNP Paribas

Source: BNP Paribas14

Latest Love-Panic EM update and inputs (BBG: ILUVEM Index)

Source: BNP Paribas

Source: BNP Paribas

15

3. A hedging strategy for long only managers

16

Our goal

Improve long-only risk management

� Futures or full-delta hedging are too blunt in that the cost of being wrong is high. If only partially hedging, then you’re only partially hedged!

� Option hedging is typically an expensive strategy when implemented passively. Implied volatility and skew usually overprice risks for long periods.

� Common single-factor conditional hedging strategies (volatility levels) improve decision making but suffer from the same idiosyncratic problems as using those factors for market timing.

Calibrate Love Panic signals with option hedging strategies

� Using in and out of sample data, what:

� triggers,

� option strategies,

� strikes and

� maturities

� would have been optimal for adding alpha in the past

17

Our process

Testing parameters

� Weekly data from 2000-2013 (2005-2011 is in-sample data)

� Black Scholes option calculation based on constant (non-listed) maturities

� Transaction costs of 10bps per option

� Implied volatilities taken from the surface at the time (includes skew and term structure impact)

� Dividend yield constant at 2%

� Rates assumed to be the 3-mth benchmark (for all maturities tested)

� Only one hedge strategy held at any time (regardless of additional triggers)

� Enter new hedge strategy if still triggered at expiry of initial hedge.

Selected parameters for following case studies

� Trigger: Break up through Love-Panic of 25 triggers a hedge trade

� Maturity: 6-mths

� Strategies: 95% puts and 95/105% collars

18

“Trade on” periods for 6-mth maturity strategy

-60%

-40%

-20%

0%

20%

40%

60%

-100

-80

-60

-40

-20

0

20

40

60

80

100

00 01 02 03 04 05 06 07 08 09 10 11 12 13

SP

X 6

m F

orw

ard

Re

turn

Lov

e P

an

ic U

STrade On SPX 6m Forward Returns (RHS) Love Panic (LHS)

Love

Panic

Source: BNP Paribas

19

3. A hedging strategy for long only managers� Puts

20

Puts: Strategy premium history

3%

5%

7%

9%

11%

13%

15%

17%

01 02 03 04 05 06 07 08 09 10 11 12 13

Pre

miu

m f

or

95

pu

t

Source: BNP Paribas

21

Puts: Strategy P/L vs SPX

0

0

0

0

0

1

1

1

1

1

1

40

50

60

70

80

90

100

110

120

130

140

00 01 02 03 04 05 06 07 08 09 10 11 12 13

SP

X a

nd

Po

rtfo

lio

Pe

rf.

reb

ase

d t

o 1

00

Portfolio SPX Hedging PnL

Source: BNP Paribas

22

Puts: Annual impact on portfolio return and volatility

-25%

-20%

-15%

-10%

-5%

0%

5%

10%

15%

20%

25%

00 01 02 03 04 05 06 07 08 09 10 11 12 13

Excess Return

Volatility Impact on Portfolio

Source: BNP Paribas

23

Puts Spread: Love-Panic trigger sensitivity

Total P/L Avg. P/LNb. of

Trade

Average

Excess Ann.

Ret.

Average

Impact on

Port. Vol

15 -30% -2.0% 15 -4.0% -2.9

16 -14% -1.0% 13 -2.7% -2.0

17 -14% -1.1% 13 -2.7% -1.6

18 -14% -1.1% 13 -2.7% -1.7

19 -11% -0.8% 13 -2.3% -1.7

20 -11% -0.8% 13 -2.3% -1.7

21 -19% -1.3% 14 -3.0% -1.9

22 2% 0.2% 15 -1.8% -2.7

23 3% 0.2% 14 -1.8% -2.8

24 9% 0.6% 14 -1.4% -3.1

25 21% 1.6% 13 -0.7% -3.1

26 34% 2.6% 13 0.0% -3.3

27 43% 3.6% 12 0.7% -3.3

28 49% 4.4% 11 1.0% -3.2

29 26% 2.3% 11 0.0% -2.8

30 26% 2.3% 11 0.0% -2.8

31 31% 2.9% 11 0.3% -3.1

32 38% 3.5% 11 0.6% -3.2

33 61% 6.8% 9 1.7% -3.1

34 66% 7.3% 9 1.9% -3.3

35 62% 6.9% 9 1.7% -3.2

Lov

e P

an

ic L

ev

el

Source: BNP Paribas

24

Puts Spread: Maturity sensitivity

Total P/L Avg. P/L Nb. of TradeAverage Excess

Ann. Ret.

Average Impact

on Port. Vol

1 -12% -0.8% 16 -2.1% -0.3

2 -17% -1.0% 16 -2.5% -0.8

3 18% 1.2% 15 -0.6% -1.7

4 -4% -0.3% 14 -2.0% -1.8

5 10% 0.8% 13 -1.3% -2.4

6 21% 1.6% 13 -0.7% -3.1

Ma

turi

ty

Source: BNP Paribas

25

Puts Spread: Strike sensitivity

1.6% 95 94 91 90 89 88 87 86 85

102 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%

101 0.8% 0.8% 0.8% 0.8% 0.8% 0.8% 0.8% 0.8% 0.8%

100 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6%

99 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6%

98 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6%

97 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6%

96 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6% 1.6%

95 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5%

94 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5% 1.5%

93 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4%

92 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4%

91 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4%

90 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4%

89 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4% 1.4%

88 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3%

87 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3% 1.3%

86 1.2% 1.2% 1.2% 1.2% 1.2% 1.2% 1.2% 1.2% 1.2%

85 1.1% 1.1% 1.1% 1.1% 1.1% 1.1% 1.1% 1.1% 1.1%

Lon

g P

ut

Str

ike

Short Put Strike

Source: BNP Paribas

26

3. A hedging strategy for long only managers� Collars

27

Collars: Strategy premium history

1.0%

1.1%

1.2%

1.3%

1.4%

1.5%

1.6%

1.7%

01 02 03 04 05 06 07 08 09 10 11 12 13

Pre

miu

m f

or

10

5 v

s. 9

5 C

oll

ar

Source: BNP Paribas

28

Collars: Strategy P/L vs SPX

0

0

0

0

0

1

1

1

1

1

1

40

60

80

100

120

140

160

180

00 01 02 03 04 05 06 07 08 09 10 11 12 13

SP

X a

nd

Po

rtfo

lio

Pe

rf.

reb

ase

d t

o 1

00

Portfolio SPX Hedging PnL

Source: BNP Paribas

29

Collars: Annual impact on portfolio return and volatility

-25%

-20%

-15%

-10%

-5%

0%

5%

10%

15%

20%

25%

30%

00 01 02 03 04 05 06 07 08 09 10 11 12 13

Excess Return

Volatility Impact on Portfolio

Source: BNP Paribas

30

Collars: Love-Panic trigger sensitivity

Total P/L Avg. P/LNb. of

Trade

Average

Excess Ann.

Ret.

Average

Impact on

Port. Vol

15 -6% -0.4% 15 -2.2% -1.8

16 1% 0.0% 13 -1.7% -1.2

17 7% 0.5% 13 -1.2% -1.4

18 7% 0.5% 13 -1.2% -1.4

19 12% 0.9% 13 -0.8% -1.5

20 12% 0.9% 13 -0.8% -1.5

21 4% 0.3% 14 -1.4% -1.6

22 42% 2.8% 15 0.4% -3.1

23 51% 3.6% 14 0.9% -3.3

24 59% 4.2% 14 1.2% -3.0

25 65% 5.0% 13 1.5% -3.1

26 74% 5.7% 13 1.8% -3.2

27 72% 6.0% 12 1.9% -3.1

28 80% 7.3% 11 2.3% -3.1

29 53% 4.8% 11 1.2% -2.6

30 53% 4.8% 11 1.2% -2.6

31 59% 5.4% 11 1.4% -3.0

32 67% 6.1% 11 1.7% -3.0

33 88% 9.8% 9 2.6% -2.8

34 95% 10.6% 9 2.9% -3.0

35 92% 10.2% 9 2.7% -3.0

Lov

e P

an

ic L

ev

el

Source: BNP Paribas

31

Collars: Maturity sensitivity

Total P/L Avg. P/L Nb. of TradeAverage Excess

Ann. Ret.

Average Impact

on Port. Vol

1 13% 0.8% 16 -0.4% -0.2

2 5% 0.3% 16 -0.8% -0.4

3 51% 3.4% 15 1.2% -1.3

4 34% 2.4% 14 0.3% -1.6

5 48% 3.7% 13 0.7% -2.5

6 65% 5.0% 13 1.5% -3.1

Ma

turi

ty

Source: BNP Paribas

32

Collar: Strike sensitivity

5.0% 98 99 100 101 102 103 104 105

102 8.6% 6.6% 4.8% 4.3% 4.0% 3.6% 3.3% 3.0%

101 10.5% 8.3% 6.2% 5.7% 5.2% 4.8% 4.4% 4.1%

100 12.5% 10.0% 7.7% 7.1% 6.5% 6.0% 5.6% 5.2%

99 12.5% 10.0% 7.6% 7.0% 6.4% 5.9% 5.5% 5.1%

98 12.7% 10.1% 7.7% 7.0% 6.5% 5.9% 5.5% 5.1%

97 12.7% 10.1% 7.7% 7.0% 6.4% 5.9% 5.5% 5.1%

96 12.7% 10.1% 7.7% 7.0% 6.4% 5.9% 5.5% 5.1%

95 12.6% 10.0% 7.6% 6.9% 6.3% 5.8% 5.4% 5.0%

94 12.5% 9.9% 7.5% 6.9% 6.3% 5.8% 5.3% 5.0%

93 12.4% 9.9% 7.5% 6.8% 6.2% 5.7% 5.3% 4.9%

92 12.3% 9.8% 7.4% 6.7% 6.2% 5.6% 5.2% 4.9%

91 12.3% 9.7% 7.4% 6.7% 6.1% 5.6% 5.2% 4.8%

90 12.3% 9.8% 7.4% 6.7% 6.2% 5.7% 5.2% 4.9%

89 12.3% 9.7% 7.4% 6.7% 6.1% 5.6% 5.2% 4.8%

88 12.2% 9.7% 7.3% 6.7% 6.1% 5.6% 5.2% 4.8%

87 12.1% 9.6% 7.2% 6.6% 6.0% 5.5% 5.1% 4.7%

86 12.0% 9.4% 7.1% 6.5% 5.9% 5.4% 5.0% 4.6%

85 11.8% 9.3% 7.0% 6.3% 5.8% 5.3% 4.9% 4.5%

Call Strike

Pu

t S

trik

e

Source: BNP Paribas

33

Further thoughts

Potential improvements to use of sentiment in risk management

� Different triggers (break-up or break-down through trigger level)

� Different implementation timing (delay of a day/week)

� Add an overlay for ADDING risk when “Panic” trigger breached

34

4. Quantitative long/short sector investing

using sentiment phasing

35

Cycles usually stylized

36

Calibrating to the business cycle is popular

OECD lead indicator often used for phasing

In this example there are four phases of a business cycle

Source: BNP Paribas

Source: BNP Paribas

37

Calibrating to a MARKET SENTIMENT cycle with Love-Panic

Love-Panic identifies three market phases

Source: BNP Paribas

38

Quant long/short analysis process improved by PAM

The standard quant model

� Take a list of factors

� Measure their ability to predict 1-mth returns on each country/sector

� Create a combined score from the most predictive factors on each

� Buy the top quartile and sell the bottom quartile (but what about the middle!?)

Phase Attribution Model (PAM)

� Assess the historical predictive power of each factor only in the same “phases” as defined by Love-Panic

� Use and weight the top 8 factors for selections

� This will introduce more fear/greed, beta and cyclicality to country and sector selections

39

PAM: Parameters included

Trailing Earnings Yield MSCI

Trailing Dividend Yield MSCI

Trailing Free Cash Flow Yield Factset

Trailing Price to Book MSCI

Earnings yield as a z-score of 7 year mean MSCI

Dividend yield as a z-score of 7 year mean MSCI

Price to book as a z-score of 7 year mean MSCI

3 year EPS change Datastream

7 year EPS change Datastream

1 month change in long term average growth Datastream

3 month change in long term average growth Datastream

6 month change in long term average growth Datastream

Long term average growth Datastream

Long term earnings standard deviation Datastream

12m forward YOY growth Datastream

Return on Equity Factset

Return on Equity relative to historic average Factset

Return on Equity relative to its last trough Factset

Return on Equity relative to its last peak Factset

Return on Equity variance Factset

Net Margin Factset

Net Margin relative to history Factset

Vauation

Growth

Profitability

1 Month Price Momentum MSCI

3 Month Price Momentum MSCI

6 Month Price Momentum MSCI

12 Month Price Momentum MSCI

Net Debt To Equity Factset

Net Debt To Equity relative to history Factset

1 month expected earnings momentum IBES

3 month expected earnings momentum IBES

6 month expected earnings momentum IBES

12 month expected earnings momentum IBES

Earnings Revision Index IBES

Price Momentum

Leverage

Earnings Momentum

40

PAM performance across strategies

0

500

1000

1500

2000

2500

3000

03 04 05 06 07 08 09 10 11 12 13

US Sector Alpha

European Sector Alpha

Country Alpha

out of sample

*Includes 50bps transaction costs per month (on total 200% notional)

Source: BNP Paribas

41

YTD PAM selections/performance of US sector strategy

Perf Jan Perf Feb Perf Mar Perf Apr Perf May Perf Jun Perf Jul Perf Aug Perf Sep

US Energy 7.8 Neg 0.0 Neg 1.9 Pos -0.9 Neg 1.9 Neg -2.0 Neg 5.1 Neg -2.0 Neg 3.0 Neg

US Materials 3.7 Pos -1.4 Pos 2.0 Neg 0.9 Neg 1.6 Neg 5.4 Pos -0.2 Pos 4.9 Pos

US Industrials 2.2 Pos -1.0 Neg 4.6 Neg -1.4 Neg 5.7 Pos 6.4 Pos

US Cons. Disc. 5.7 Pos 0.5 Pos 4.6 Neg 5.3 Pos -2.8 Pos 5.0 Pos

US Cons. Stap. 5.7 Pos

US Health Care 6.2 Pos 3.2 Pos 1.5 Pos

US Financials -1.9 Pos -5.2 Pos

US IT 2.4 Neg -3.5 Neg 4.9 Neg

US Telecoms 2.1 Neg 2.4 Neg 3.2 Pos 6.0 Pos -7.0 Pos 1.9 Pos -3.7 Neg 0.3 Neg

US Utilities 4.8 Neg 1.6 Neg 5.7 Pos -9.4 Pos 0.7 Pos 4.1 Neg -5.5 Neg 1.7 Neg

US Sectors Perf 0.1 -0.9 0.8 5.3 -7.7 2.6 0.8 1.0 3.8

*Does NOT include transaction costs

Source: BNP Paribas

42

5. An option strategy for US long/short managers

43

Long/short strategies

High profits when correlation is low

Low profits when volatility is low

Correlation and volatility are highly correlated

Long/short returns should have low/negative correlation to short volatility returns

44

Analysis parameters

Process followed in ad hoc analysis of thesis

� Run US sector long/short strategy on top and bottom 3 sectors from PAM

� Overlay a short straddle strategy on the 3 “middle” sectors (exlcuded telco sector)

� 1-mth maturity options (not calibrated to expiry)

� 5bps transaction cost (per option)

� ATM strikes

� Long/short uses 1x leverage ($100 long and $100 short - $33 on each sector...)

� Straddle notional positions are $100 also ($17 notional on each put and each call on each sector)

� Introduces occasional delta (up to 100%) to the “market-neutral” long/short strategy but in exchange for premium

45

Performance of strategies

0

50

100

150

200

250

300

350

400

450

500

07 08 09 10 11 12 13

PAM

Straddle strategy

PAM + straddle strategy

*Includes transaction costs based on “churn” rate

(Churn highest when Love-Panic phase changes)

Source: BNP Paribas

46

Correlation between short vol and long/short strategies

0

10

20

30

40

50

60

70

-80%

-60%

-40%

-20%

0%

20%

40%

60%

80%

06 07 08 09 10 11 12

VIX

12

m c

orr

ela

tio

n

12m Rolling Correlation

VIX Index

Source: BNP Paribas

47

Performance and volatility comparison

Since 2007 VolatilityAnnualized

ReturnSharpe

PAM 9.3 16% 1.7

Straddle strategy 8.5 9% 1.1

PAM + Straddle Strategy 12.0 27% 2.2Source: BNP Paribas

48

Conclusions

Can sentiment indicators inform equity risk management strategies?

� Yes, at both the broad market and the sector level

� Sentiment alone should never be a black-box market timing signal

� It can help with timing option hedging strategies in a way that reduces hedging costs and maximises the effectiveness of a hedging program

� Could also be used in reverse to time option based long exposures to markets when panic is peaking

A sentiment phase overlay to quantitative US sector long/short option strategies

� Selling volatility produces returns negatively correlated to long/short returns

� Selling volatility on the “middle” ranked elements of a quant model helps maximise the alpha of a successful model

� Our Phase Attribution Model (PAM) has a great track record in US sector selection and the Sharpe ratio is enhanced further with a short straddle strategy on the “middle” sectors.

49

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ACT, CHAPTER 289 OF SINGAPORE (“SFA”), (ii) TO AN ACCREDITED INVESTOR OR OTHER RELEVANT PERSON UNDER SECTION 275 OF THE SFA OR (iii) OTHERWISE PURSUANT TO, AND IN ACCORDANCE WITH THE CONDITIONS OF, ANY APPLICABLE PROVISIONS OF THE SFA. IN JAPAN, THIS DOCUMENT IS BEING DISTRIBUTED TO JAPANESE BASED CLIENTS BY A SUBSIDIARY OR AFFILIATE OF BNP PARIBAS NOT REGISTERED AS A FINANCIAL INSTRUMENTS FIRM IN JAPAN AND IS INTENDED FOR PROFESSIONAL CLIENTS ONLY (AS DEFINED UNDER JAPANESE LAW). IT MAY NOT BE DISTRIBUTED TO ANY OTHER PERSON IN JAPAN.

THIS DOCUMENT IS NOT A PRODUCT OF THE RESEARCH DEPARTMENT. IT IS NOT SUBJECT TO THE LEGAL REQUIREMENTS APPLICABLE TO INVESTMENT RESEARCH AND CONSTITUTES NON-INDEPENDENT RESEARCH FOR THE PURPOSES OF THE FSA CONDUCT OF BUSINESS SOURCEBOOK. ACCORDINGLY, IN CONNECTION WITH THE DISTRIBUTION OF THIS DOCUMENT BNPP IS NOT SUBJECT TO ANY PROHIBITION ON DEALING AHEAD OF THE DISSEMINATION OF INVESTMENT RESEARCH.

This document is for information purposes only and there is no assurance that a transaction(s) will be entered into on such indicative terms. The indicative price(s) above have been prepared in good faith in accordance with BNP Paribas' own internal models and calculation methods and/or are based on or use available price sources where considered relevant. Indicative price(s) based on different models or assumptions may yield different results. Numerous factors may affect the price(s), which may or may not be taken into account. Therefore, these indicative price(s) may vary significantly from indicative price(s) obtained from other sources or market participants. BNP Paribas expressly disclaims any responsibility for the accuracy or completeness of its own internal models or calculation methods, the accuracy or reliability of any price sources used, any errors or omissions in computing or disseminating these indicative price(s), and for any use you make of the price(s) provided. The indicative price(s) do not represent (i) the actual terms on which a new transaction could be entered into, (ii) the actual terms on which any existing transactions could be unwound, (iii) the calculation or estimate of an amount that would be payable following an early termination of the transactions or (iv) the price(s) given to the transactions by BNP Paribas in its own books of account for financial reporting, credit or risk management purposes.

This document may contain certain performance data based on back-testing, i.e. simulations of performance of a strategy, index or assets as if it had actually existed during a defined period of time. To the extent any such performance data is included, the scenarios, simulations, development expectations and forecasts contained in this document are for illustrative purposes only. All estimates and opinions included in this document constitute the judgment of BNP Paribas S.A. and its affiliates as of the date of the document and may be subject to change without notice. This type of information has inherent limitations which recipients must consider carefully. While the information has been prepared in good faith in accordance with BNPP’s own internal models and other relevant sources, an analysis based on different models or assumptions may yield different results. Unlike actual performance records, simulated performance returns or scenarios may not necessarily reflect certain market factors such as liquidity constraints, fees and transactions costs. Actual historical or back tested past performance does not constitute an indication of future results or performance.

This document is only intended to generate discussion regarding particular products and investments and is subject to change and may be discontinued. We are willing to discuss it with you on the assumption that you have sufficient knowledge, experience and professional advice to understand and make your own independent evaluation of the merits and risk of the proposed structures. The information contained herein is not and under no circumstances is to be construed as, a prospectus, an advertisement, a public offering, an offer ot sell securities described herein, or solicitation of an offer to buy securities described herein, in Canada, the U.S. or any other province or territory nor shall it be deemed to provide investment, tax, accounting or other advice. Transactions involving the product(s) described in this

document may involve a high degree of risk and the value of such transactions may be highly volatile. Such risks include, without limitation, risk of adverse or unanticipated market developments, risk of counterparty or issuer default, risk of adverse events involving any underlying reference obligation or entity and risk of illiquidity. In certain transactions, counterparties may lose their entire investment or incur an unlimited loss. The information relating to performance contained in this document is illustrative and no assurance is given that any indicated returns, performance or results will be achieved. Moreover, past performance is not indicative of future results. Information herein is believed reliable but BNP Paribas and its affiliates do not warrant or guarantee its completeness or accuracy. All information, terms and pricing set forth herein reflect our judgment at the date and time hereof and are subject to change without notice. In the event that we were to enter into a transaction with you, we will do so as principal (and not as agent or in any other capacity, including, without limitation, as your fiduciary, advisor or otherwise). Only in the event of a potential transaction will an offering document be prepared, inwhich case, you should refer to the prospectus or offering document relating to the above potential transaction which includes important information, including risk factors that relate to an investment in the product(s) described herein.

As an investment bank with a wide range of activities, BNPP may face conflicts of interest, which are resolved under applicable legal provisions and internal guidelines. You should be aware, however, that BNPP may engage in transactions in a manner inconsistent with the views expressed in this document, either for its own account or for the account of its clients.

Prior to transacting, you should ensure that you fully understand (either on your own or through the use of independent expert advisors) the terms of the transaction and any legal, tax and accounting considerations applicable to them. You should also consult with independent advisors and consultants (including, without limitation, legal counsel) to determine whether entering into of any securities transactions contemplated herein would be contrary to local laws. The information contained herein is provided to you on a strictly confidential basis and you agree that it may not be copied, reproduced or otherwise distributed by you, whether in whole or in part (other than to your professional advisers), without our prior written consent. Asa principal, we will generally conduct our business without regard to the consequences of such conduct (adverse or otherwise) to you. Neither we, nor any of our affiliates, nor any of their respective directors, partners, officers, employees or representatives accepts any liability whatsoever for any direct or consequential loss arising from any use of this document or their content; and any of the foregoing may from time to time act as manager, co-manager or underwriter of a public offering or otherwise, in the capacity of principal or agent, deal in, hold or act as market makers or advisors, brokers or commercial and/or investment bankers in relation to the securities or related derivatives that are discussed herein. BNP Paribas and its affiliates may (or may in the future) hold a position or act as a market maker in the financial instruments discussed, or act as an advisor, manager, underwriter or lender to such issuer. In no circumstances shall BNP Paribas or its affiliates be obliged to disclose any information that it has received on a confidential basis or to disclose the existence thereof.

This document will have been approved for publication and distribution in the United Kingdom by BNP Paribas London Branch, a branch of BNP Paribas SA whose head office is in Paris, France. BNP Paribas London Branch is registered in England and Wales under No. FC13447. Registered Office: 10 Harewood Avenue, London, NW1 6AA. BNP Paribas SA is incorporated in France with limited liability with its registered office at 16 boulevard des Italiens, 75009 Paris. BNP Paribas London Branch is authorised and supervised by the Autorité de Contrôle Prudentiel and is authorised and subject to limited regulation by the Financial Services Authority ("FSA") for the conduct of its designated investment business in the United Kingdom. Details of the extent of its authorisation and regulation by the Financial Services Authority are available upon request. BNP Paribas SA, a limited company, is registered as a bank with the “Comité des Etablissements de Crédit et des Entreprises d’Investissement” (“CECEI”) and is regulated by the “Autorité des Marchés Financiers” (“AMF”) for the conduct of its designated investment business in France.

In the United States, this document is distributed by BNP Paribas Securities Corp., an affiliate of BNP Paribas. BNP Paribas Securities Corp. is a U.S. registered broker-dealer and a member of FINRA, the NYSE and other principal exchanges. U.S. investors considering options trading may wish to review the Options Disclosure Document: Characteristics and Risks of Standardized Options (http://www.optionsclearing.com/publications/risks/riskchap1.jsp). The risk of loss in trading options and other derivatives can be substantial. Options involve risk and are not suitable for all investors. This brief statement does not disclose all the risks and other significant aspects in connection with transactions of the type described in the document.

Any offer or sale of securities described herein in Canada will be made only under an exemption from the requirements to file a prospectus with the relevant Canadian securities regulators and only by a dealer properly registered under applicable laws or, alternatively, pursuant to an exemption from the dealer registration requirement in the relevant province or territory of Canada in which such offer or sale is made. No securities commission or similar regulatory authority in Canada has reviewed or in any way passed judgment upon these materials, the information contained herein, or the merits of any securities described herein, and any representation to the contrary is an offence.

In Hong Kong, this document is distributed by BNP Paribas Hong Kong Branch which is regulated as a Licensed Bank by the Hong Kong Monetary Authority and is registered as a Registered Institution by the Securities and Futures Commission for the conduct of dealing in securities, advising on securities and advising on corporate finance.

In Singapore, clients should contact BNP Paribas Securities Singapore Pte Ltd in respect of any matters arising from, or in connection with, the contents of this document.

Clients should contact and execute transactions through a BNP Paribas entity in their home jurisdiction unless governing law permits otherwise.

By accepting this document you agree to be bound by the foregoing limitations.

© BNP Paribas (2012). All rights reserved.

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