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Risk Return & The Capital Asset Pricing Model (CAPM)

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Chapter 10. Risk Return & The Capital Asset Pricing Model (CAPM). To make “good” (i.e., value-maximizing) financial decisions, one must understands the relationship between risk and return We accept the notion that investors like returns and dislike risk - PowerPoint PPT Presentation
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Jacoby, Stangeland and Wa jeeh, 2000 1 Risk Return & The Capital Asset Pricing Model (CAPM) To make “good” (i.e., value-maximizing) financial decisions, one must understands the relationship between risk and return We accept the notion that investors like returns and dislike risk Consider the following proxies for return and risk: Expected return - weighted average of the distribution of possible returns in the future. Variance of returns - a measure of the dispersion of the distribution of possible returns in the future. Chapter 10
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Page 1: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

1

Risk Return & The Capital Asset Pricing Model (CAPM)

To make “good” (i.e., value-maximizing) financial decisions, one must understands the relationship between risk and return

We accept the notion that investors like returns and dislike risk

Consider the following proxies for return and risk:

Expected return - weighted average of the distribution of possible returns in the future.

Variance of returns - a measure of the dispersion of the distribution of possible returns in the future.

Chapter 10

Page 2: Risk Return & The Capital Asset Pricing Model (CAPM)

2

Expected (Ex Ante) Return

An ExampleConsider the following return figures for the following year on stock XYZ under three alternative states of the economy Pk Rk

Probability Return inState of Economy of state k state k

+1% change in GNP 0.25 -5%

+2% change in GNP 0.50 15%

+3% change in GNP 0.25 35%

1.00

SS

S

kkk PRPRPRPRRE

22111

][

where, Rk = the return in state k (there are S states)

Pk = the probability of return k (state k)

Page 3: Risk Return & The Capital Asset Pricing Model (CAPM)

3

Q. Calculate the expected return on stock XYZ for the next

year

A.

Expected Returns - An Example

Or, use the formula:

Use the following table Pi Ri Pi Ri

Probability Return inState of Economy of state i state i

State 1: +1% change in GNP 0.25 -5%

State 2: +2% change in GNP 0.50 15%

State 3: +3% change in GNP 0.25 35%

Expected Return =

332211

3

1

][ PRPRPRPRREi

ii

Page 4: Risk Return & The Capital Asset Pricing Model (CAPM)

4

Variance and Standard Deviation of Returns

An Example

Recall the return figures for the following year on stock XYZ under three alternative states of the economy Pk Rk

Probability Return inState of Economy of state k state k

State 1: +1% change in GNP 0.25 -5%

State 2: +2% change in GNP 0.50 15%

State 3: +3% change in GNP 0.25 35%

Expected Return = 15.00%

where, Rk = the return in state k (there are S states)

Pk = the probability of return k (state k) and

= the standard deviation of the return:

2222

211

1

22

][][][

][)(V

RERPRERPRERP

RERPRar

SS

S

kkk

2

Page 5: Risk Return & The Capital Asset Pricing Model (CAPM)

5

Q. Calculate the variance of and standard deviation of

returns on stock XYZ

A.

Variance & Standard Deviation - An Example

Or, use the formula:

=

Standard deviation:

Use the following table

State of Economy Pk X

(Rk - E[R])2 = Pk(Rk - E[R])2

+1% change in GNP 0.25 0.04

+2% change in GNP 0.50 0.00

+3% change in GNP 0.25 0.04

Variance of Return =0.02

3

1

22 ][ k

kk RERP

%14.141414.002.02

Page 6: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

6

Q. Calculate the expected return on assets A and B for the next

year, given the following distribution of returns:

A. Expected returns

E(RA) = (0.400.30) + (0.60(-0.10)) = 0.06 = 6%

E(RB) = (0.40(-0.05)) + (0.600.25) = 0.13 = 13%

State of the Probability Return on Return oneconomy of state asset A asset B

Boom 0.40 30% -5%Bust 0.60 -10% 25%

Portfolio Return and Risk

Page 7: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

7

Q. Calculate the variance of the above assets A and B

A. Variances

Var(RA) = 0.40(0.30 - 0.06)2 + 0.60(-0.10 - 0.06)2 = 0.0384

Var(RB) = 0.40(-0.05 - 0.13)2 + 0.60(0.25 - 0.13)2 = 0.0216

Q. Calculate the standard deviations of the above assets A and B

A. Standard Deviations

A = (0.0384)1/2 = 0.196 = 19.6%

B = (0.0216)1/2 = 0.147 = 14.7%

Page 8: Risk Return & The Capital Asset Pricing Model (CAPM)

8

Expected Return on a Portfolio

The Expected Return on Portfolio p with N securities

where,

E[Ri]= expected return of security i

Xi = proportion of portfolio's initial value invested in security i

Example -

Consider a portfolio p with 2 assets: 50% invested in asset A and 50%

invested in asset B. The Portfolio expected return is given by:

E(RP) = XAE(RA) + XBE(RB)

=

][...][][][][ 22111

NN

N

iiip REXREXREXREXRE

Returns and Risk for Portfolios - 2 Assets

Page 9: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

9

Variance of a Portfolio

The variance of portfolio p with two assets (A and B)

where,

Standard Deviation of a Portfolio

The standard deviation of portfolio p with two assets (A and B)

ABBABBAA

pp

XXXX

RVar

2

)( 2222

2

][][),( 1

,,

S

iBiBAiAiBAAB RERRERPRRCOV

5.02222 2

)(

ABBABBAA

pp

XXXX

RVar

Page 10: Risk Return & The Capital Asset Pricing Model (CAPM)

10

Q. Calculate the variance of portfolio p (50% in A and 50% in B)

A. Recall: Var(RA) = 0.0384, and Var(RB) = 0.0216

First, we need to calculate the covariance b/w A and B:

The variance of portfolio p

Q. Calculate the standard deviations of portfolio pA. Standard Deviations

p = (0.0006)1/2 = 0.0245 = 2.45%

][][),( 2

1,,

i

BiBAiAiBAAB RERRERPRRCOV

ABBABBAA

pp

XXXX

RVar

2

)( 2222

2

Page 11: Risk Return & The Capital Asset Pricing Model (CAPM)

11

Note: E(RP) = XAE(RA) + XBE(RB) = 9.5%, but

Var(Rp) =0.0006 < XAVar(RA) + XBVar(RB)

= (0.500.0384) + (0.500.0216) = 0.03 This means that by combining assets A and B into portfolio p, we eliminate

some risk (mainly due to the covariance term)

Diversification - Strategy designed to reduce risk by spreading the portfolio across many investments

Two types of Risk:

Unsystematic/unique/asset-specific risks - can be diversified away

Systematic or “market” risks - can’t be diversified away

In general, a well diversified portfolio can be created by randomly combining 25 risky securities into a portfolio (with little (no) cost).

The Effect of Diversification on Portfolio Risk

Page 12: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

12

Portfolio Diversification

Average annualstandard deviation (%)

Number of stocksin portfolio

Diversifiable (nonsystematic) risk

Nondiversifiable(systematic) risk

49.2

23.9

19.2

1 10 20 30 40 1000

Page 13: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

13

Beta and Unique Risk Total risk = diversifiable risk + market risk

We assume that diversification is costless, thus diversifiable (nonsystematic) risk is irrelevant

Investors should only care about nondiversifiable (systematic) market risk

Market risk is measured by beta - the sensitivity to market changes

Example: Return (%)

State of the economy TSE300 BCE

Good 18 26

Poor 6 -4

Page 14: Risk Return & The Capital Asset Pricing Model (CAPM)

14

Interpretation: Following a change of +1% (-1%) in the market return,

the return on BCE will change by +2.5% (-2.5%)

NOTE: If the security has a -ve cov w/ TSE 300 =>

Beta and Market Risk

300TSEr

BCEr

• (6%, -4%)

• (18%, 26%)

The Characteristic Line

badgood

badgood

TSETSE

BCEBCEBCE rr

rr

,,

,,

0BCE

Page 15: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

15

Beta and Unique Risk Market Portfolio - Portfolio of all assets in the economy. In practice a

broad stock market index, such as the TSE300, is used to represent the market

Beta ()- Sensitivity of a stock’s return to the return on the market portfolio

2m

imi

Covariance of security i’s return with the market return

Variance of market return

Page 16: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

16

Markowitz Portfolio Theory We saw that combining stocks into portfolios can reduce standard

deviation

Covariance, or the correlation coefficient, make this possible:

The standard deviation of portfolio p (with XA in A and XB in B):

Note: , or

Thus,

212 2222ABBABBAAp XXXX

BA

ABAB

BAABAB

21)(2 2222BAABBABBAAp XXXX

Page 17: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

17

Markowitz Portfolio Theory - An Example Consider assets Y and Z, with

Consider portfolio p consisting of both Y and Z. Then, we have:

Expected Return of p

Standard Deviation of p

21)(2 2222ZYYZZYZZYYp XXXX

10247.00105.0 , %20][ Y YRE

012.0000144.0 , %4.14][ Z ZRE

][][][ ZZYYp REXREXRE

%4.14%20 ZY XX

21012.010247.02000144.00105.0 22YZZYZY XXXX

Page 18: Risk Return & The Capital Asset Pricing Model (CAPM)

18

Look at the next 3 cases (for the correlation coefficient):

Where

Expected Return of Portfolio

Standard deviation of a portfolio

Portfolio YZ = -1

YZ = +1 YZ = 0

1 18.6% 7.38% 7.98% 7.69% 2 17.2 4.52 5.72 5.16 3 15.8 1.66 3.46 2.72

Portfolio

1 2 3

YX 0.75 0.50 0.25 ZX 0.25 0.50 0.75

11generalIn ij

Page 19: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

19

.

0%

2%

4%

6%

8%

10%

12%

14%

16%

18%

20%

22%

0% 1% 2% 3% 4% 5% 6% 7% 8% 9% 10% 11% 12%

][ pRE

p

The Shape of the Markowitz Frontier - An Example

Z.

Y

= -1

= 0

= +1

Page 20: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

20

Efficient Sets and Diversification

= -1

-1 <

= 1

][ pRE

p

Page 21: Risk Return & The Capital Asset Pricing Model (CAPM)

21

The Efficient (Markowitz) FrontierThe 2-Asset Case

Stock Z

Stock Y

Standard Deviation

Expected Return (%)

75% in Z and 25% in Y

Expected Returns and Standard Deviations vary given different weighted combinations of the two stocks

The Feasible Set is on the curve Z-Y

The Efficient Set is on the MV-Y segment only

Minimum Variance Portfolio (MV)

MV

Page 22: Risk Return & The Capital Asset Pricing Model (CAPM)

22Standard Deviation

Expected Return (%)

The Efficient (Markowitz) FrontierThe Multi-Asset Case

Each half egg shell represents the possible weighted combinations for two assets

The Feasible Set is on and inside the envelope curve

The composite of all asset sets (envelope), and in particular the segment MV-U constitutes the efficient frontier

Minimum Variance Portfolio (MV)

MV

U

Page 23: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

23

Efficient Frontier

Goal is to move UP and LEFT.

WHY?

We assume that investors are rational (prefer more to less) and risk averse

Expected

Return (%)

Standard Deviation

(Risk)

Page 24: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

24

Low Risk

High Return

High Risk

High Return

Low Risk

Low Return

High Risk

Low Return

Which Asset Dominates?

Expected

Return (%)

Standard Deviation

(Risk)

Page 25: Risk Return & The Capital Asset Pricing Model (CAPM)

Jacoby, Stangeland and Wajeeh, 2000

25

Short Selling Definition

The sale of a security that the investor does not own

How?

Borrow the security from your broker and sell it in the open market

Cash Flow

At the initiation of the short sell, your only cash flow, is the proceeds from selling the security

Closing the Short

Eventually you will have to buy the security back in order to return it to the broker

Cash Flow

At the elimination of the short sell, your only cash flow, is the price you have to pay for the security in the open market

Page 26: Risk Return & The Capital Asset Pricing Model (CAPM)

26

Short Selling A Treasury Bill - An Example The Security

A Treasury bill is a zero-coupon bond issued by the Government, with a face value of $100, and with a maturity no longer than one year

If the yield on a 1-year T-bill is 5%, then its current price is: 100/1.051 = $95.24

The Short sell

Borrow the 1-year T-bill from your broker and sell it in the open market $95.24

Cash Flow

The short sell proceeds: $95.24

Closing the Short

At the end of the year - buy the T-bill back (an instant before it matures) in order to return it to the broker

Cash Flow

The price you have to pay for the T-bill in the open market an instant before maturity (in 1 year): 100/1.050 = $100

Risk-Free Borrowing

This transaction is equivalent to borrowing $95.24 for one year, and paying back $ 100 in a year. The interest rate is: (100/95.24) -1 = 5% = the 1-year T-bill yield

Page 27: Risk Return & The Capital Asset Pricing Model (CAPM)

27

•Lending or Borrowing at the risk free rate (Rf) allows us to exist outside the

Markowitz frontier.

•We can create portfolio A by investing in both Rf (lending money) and M

•We can create portfolio B by short selling Rf (borrowing money) and holding M

The Capital Market Line (CML)The Efficient Frontier With Risk-Free Borrowing and Lending

Expected returnof portfolio

Standarddeviation of

portfolio’s return.

Risk-freerate (Rf )

A

M.B

..

CML

CML is the new

efficient frontier

Page 28: Risk Return & The Capital Asset Pricing Model (CAPM)

28

Note all securities are in M, and all investors have M in their portfolios since they are all on the new

efficient frontier - CML - investing in Rf and M.

Therefore

Investors are only concerned with and , and

with the contribution of each security i to M, in terms of contribution of systematic risk (measured by beta) contribution of expected return

According to the CAPM:

where,

m][ mRE

The Capital Asset Pricing Model (CAPM)

][][ fmifi RRERRE

1: 2

2

2

22

m

m

m

mmm

m

i

m

miim

m

im

NOTE

imi

Page 29: Risk Return & The Capital Asset Pricing Model (CAPM)

29

The Security Market Line (SML)

The Capital Asset Pricing Model (SML):

Note:

(1) -> entire risk of i is diversified away in M

(2) -> security i contributes the average risk of M

fiii RRE ][0but 0 ][][1 mii RERE

][ iRE

i

. M

SML

1

][ mRE

fR

][][ fmifi RRERRE

Page 30: Risk Return & The Capital Asset Pricing Model (CAPM)

30

The Security Market Line (SML)

The SML is always linear CML - just for efficient portfolios

SML - for any security and portfolio

(efficient or inefficient)

Example:

Consider stocks A and B, with: a = 0.8, b = 1.2,

let E[Rm] = 14% and Rf = 4%. By the SML:

E[Ra] =

E[Rb] =

Consider a portfolio p, with 60% invested in A and 40% invested in B, then:

E[Rp] = XaE[Ra] + XbE[Rb] = 0.612% + 0.416% = 13.6%,

and p = Xa a + Xb b = 0.60.8 + 0.41.2 = 0.96

By the CAPM: E[Rp] = 4% + 0.96[14% - 4%] = 13.6%

* If A and B are on the SML => P is also on SML


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