Risk and Return

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CHAPTER 6

Risk, Return, & the Capital Asset

Pricing Model

1

Topics in Chapter

Basic return concepts

Basic risk concepts

Stand-alone risk

Portfolio (market) risk

Risk and return: CAPM/SML

2

Determinants of Intrinsic Value:

The Cost of Equity

Net operating profit after taxes

Required investments in operating capital

Free cash flow

(FCF)

=

(1 + WACC) 1 (1 + WACC) 2

...

FCF

(1 + WACC) ∞

Market interest rates

Market risk aversion

Weighted average cost of capital

(WACC)

Cost of debt

Cost of equity

Firm’s debt/equity mix

Firm’s business risk

> Risk, > Return, (both + & -)

Stand – Alone Risk

Risk in Portfolio Context a. Diversifiable b. Market Risk

Quantified by Beta & used in

CAPM: Capital Asset Pricing Model

Relationship b/w market risk & required return as depicted in SML

Req’d return =

Risk-free return + Mrkt risk Prem(Beta)

SML: r i

= r

RF

+ (R

M

- r

RF

)b i

What are investment returns?

Investment returns measure financial results of an investment.

Returns may be historical or prospective

(anticipated).

Returns can be expressed in:

($) dollar terms.

(%) percentage terms.

5

An investment costs $1,000 and is sold after 1 year for $1,100.

Dollar return:

$ Received - $ Invested

$1,100 - $1,000 = $100

Percentage return:

$ Return/$ Invested

$100/$1,000 = 0.10 = 10%

6

What is investment risk?

Typically, investment returns are not known with certainty.

Investment risk pertains to the probability of earning a return less than expected.

Greater the chance of a return far below the expected return, greater the risk.

7

Risk & Return

Student Sue

Exam 1

70%

X weight

X 50%

Exam 2

80%

X wt.

X 50%

-----------

Final grade = 75 %

Student Bob

Exam 1 x weight

50% x .50

Exam 2 x wt

100% x .50

-------

Final grade = 75 %

Probability Distribution: Which stock is riskier? Why?

Stock A

Stock B

-30 -15 0 15

Returns (%)

30 45 60

9

WedTech Co

Normal 40% Return 20% = .08

Bad 30% Return 5% = .015

Good 30% Return 35% = .105

=Expected ave return = 20%

WedTech Co

Standard Deviation: Measure of standalone risk

Return-Exp Ret = Diff 2 x Prob =

Variance:

SD:

Standard Deviation and

Normal Distributions

1 SD = 68.26% likelihood

2 SD = 95.46%

3 SD = 99.74%

WedTech Co vs. IBM

Stand-Alone Risk

Standard deviation measures the standalone risk of an investment.

The larger the standard deviation, the higher the probability that returns will be far below the expected return.

14

WedTech Co & IBM in 2 stock

Portfolio

Ave Portfolio Return

Portfolio Standard Deviation

IBM

WedTech Co & IBM & adding other stocks to Portfolio

WedTech

Coke Microsoft

Historical Risk vs. Return

Risk: Hi - Lo

Return: Hi – Lo

Small Co stock

Large Co Stock

LT Corp Bonds

LT Treasuries

ST T-Bills

Reward-to-Variabilty Ratio (Sharpe’s)

Portfolio’s average return in excess of riskfree rate divided by standard deviation

Comparing Different Stocks

Coefficient of Variation:

= S.D. / Return; or Risk / Return

WalMart vs. Philip Morris

12% Return 12%

S.D.

= C.V. =

Expected Return versus

Coefficient of Variation

Security

Alta Inds

Market

Expected

Return

Risk:

Risk:

CV

17.4% 20.0% 1.1

15.0

15.3

1.0

Am. Foam

T-bills

13.8

8.0

Repo Men 1.7

18.8

0.0

13.4

1.4

0.0

7.9

20

Comparing Different Stocks

Correlation coefficient = r (rho):

Measures tendency of 2 variables to move together. Rho (r) = 1 = perfect + correlation

& variables move together in unison.

Does not help with diversification

See text figures 6-9 thru 6-11

Two-Stock Portfolios

Two stocks can be combined to form a riskless portfolio if r = -1.0.

Risk is not reduced at all if the two stocks have r = +1.0.

In general, stocks have r ≈ 0.35, so risk is lowered but not eliminated.

Investors typically hold many stocks.

What happens when r = 0?

22

Adding Stocks to a Portfolio

What would happen to the risk of an average 1-stock portfolio as more randomly selected stocks were added?

 p would decrease because the added stocks would not be perfectly correlated, but the expected portfolio return would remain relatively constant.

23

1 stock

≈ 35%

Many stocks

≈ 20%

1 stock

2 stocks

Many stocks

-75 -60 -45 -30 -15 0 15 30 45 60 75 90 10

5

Returns (%)

24

Risk vs. Number of Stock in

Portfolio

35%

 p

Company Specific

(Diversifiable) Risk

Stand-Alone Risk,

 p

20%

Market Risk

0

10 20 30 40 2,000 stocks

25

Stand-alone risk = Market risk

+ Diversifiable risk

Market risk is that part of a security’s stand-alone risk that cannot be eliminated by diversification.

Firm-specific, or diversifiable, risk is that part of a security’s stand-alone risk that can be eliminated by diversification.

26

Conclusions

As more stocks are added, each new stock has a smaller risk-reducing impact on the portfolio.

 p included. The lower limit for 

=  falls very slowly after about 40 stocks are

M

.

p is about 20%

By forming well-diversified portfolios, investors can eliminate about half the risk of owning a single stock.

27

Can an investor holding one stock earn a return commensurate with its risk?

No. Rational investors will minimize risk by holding portfolios.

They bear only market risk, so prices and returns reflect this lower risk.

The one-stock investor bears higher

(stand-alone) risk, so the return is less than that required by the risk.

28

How is market risk measured for individual securities?

Market risk, which is relevant for stocks held in well-diversified portfolios, is defined as the contribution of a security to the overall riskiness of the portfolio.

It is measured by a stock’s beta coefficient. For stock i, its beta is: b i

= ( r i,M

 i

) / 

M

29

How are betas calculated?

In addition to measuring a stock’s contribution of risk to a portfolio, beta also measures the stock’s volatility relative to the market.

30

Using a Regression to

Estimate Beta

Run a regression with returns on the stock in question plotted on the Y axis and returns on the market portfolio plotted on the X axis.

The slope of the regression line, which measures relative volatility, is defined as the stock’s beta coefficient, or b.

31

Use the historical stock returns to calculate the beta for PQU.

Year

1

2

3

6

7

4

5

8

9

10

Market

25.7%

8.0%

-11.0%

15.0%

32.5%

13.7%

40.0%

10.0%

-10.8%

-13.1%

PQU

40.0%

-15.0%

-15.0%

35.0%

10.0%

30.0%

42.0%

-10.0%

-25.0%

25.0%

32

Calculating Beta for PQU

50%

40%

30%

20%

10%

0%

-10%

-20%

-30% r

PQU

= 0.8308 r

R

2

M

+ 0.0256

= 0.3546

-30% -20% -10% 0% 10% 20% 30% 40% 50%

Market Return

33

Beta & PQU Co.

Beta reflects slope of line via regression y = mx + b m=slope + b= y intercept

R pqu

= 0.8308 r

M

+ 0.0256

So, PQU’s beta is .8308 & y-intercept @ 2.56%

Beta & PQU Co. & R 2

R 2 measures degree of dispersion about regression line (ie – measures % of variance explained by regression equation)

PQU’s R 2 of .3546 means about 35% of PQU’s returns are explained by the market returns (32% for a typical stock)

R 2 of .95 on portfolio of 40 randomly selected stocks would reflect a regression line with points tightly clustered to it.

Two-Stock Portfolios

Two stocks can be combined to form a riskless portfolio if r = -1.0.

Risk is not reduced at all if the two stocks have r = +1.0.

In general, stocks have r ≈ 0.35, so risk is lowered but not eliminated.

Investors typically hold many stocks.

What happens when r = 0?

36

Adding Stocks to a Portfolio

What would happen to the risk of an average 1-stock portfolio as more randomly selected stocks were added?

 p would decrease because the added stocks would not be perfectly correlated, but the expected portfolio return would remain relatively constant.

37

1 stock

≈ 35%

Many stocks

≈ 20%

1 stock

2 stocks

Many stocks

-75 -60 -45 -30 -15 0 15 30 45 60 75 90 10

5

Returns (%)

38

Risk vs. Number of Stock in

Portfolio

35%

 p

Company Specific

(Diversifiable) Risk

Stand-Alone Risk,

 p

20%

Market Risk

0

10 20 30 40 2,000 stocks

39

Stand-alone risk = Market risk

+ Diversifiable risk

Market risk is that part of a security’s stand-alone risk that cannot be eliminated by diversification.

Firm-specific, or diversifiable, risk is that part of a security’s stand-alone risk that can be eliminated by diversification.

40

Conclusions

As more stocks are added, each new stock has a smaller risk-reducing impact on the portfolio.

 p included. The lower limit for 

=  falls very slowly after about 40 stocks are

M

.

p is about 20%

By forming well-diversified portfolios, investors can eliminate about half the risk of owning a single stock.

41

Can an investor holding one stock earn a return commensurate with its risk?

No. Rational investors will minimize risk by holding portfolios.

They bear only market risk, so prices and returns reflect this lower risk.

The one-stock investor bears higher

(stand-alone) risk, so the return is less than that required by the risk.

42

How is market risk measured for individual securities?

Market risk, which is relevant for stocks held in well-diversified portfolios, is defined as the contribution of a security to the overall riskiness of the portfolio.

It is measured by a stock’s beta coefficient. For stock i, its beta is: b i

= ( r i,M

 i

) / 

M

43

How are betas calculated?

In addition to measuring a stock’s contribution of risk to a portfolio, beta also measures the stock’s volatility relative to the market.

44

Using a Regression to

Estimate Beta

Run a regression with returns on the stock in question plotted on the Y axis and returns on the market portfolio plotted on the X axis.

The slope of the regression line, which measures relative volatility, is defined as the stock’s beta coefficient, or b.

45

Use the historical stock returns to calculate the beta for PQU.

Year

1

2

3

6

7

4

5

8

9

10

Market

25.7%

8.0%

-11.0%

15.0%

32.5%

13.7%

40.0%

10.0%

-10.8%

-13.1%

PQU

40.0%

-15.0%

-15.0%

35.0%

10.0%

30.0%

42.0%

-10.0%

-25.0%

25.0%

46

Calculating Beta for PQU

50%

40%

30%

20%

10%

0%

-10%

-20%

-30% r

PQU

= 0.8308 r

R

2

M

+ 0.0256

= 0.3546

-30% -20% -10% 0% 10% 20% 30% 40% 50%

Market Return

47

Expected Return versus Market

Risk: Which investment is best?

Security

Alta

Market

Am. Foam

T-bills

Expected

Return (%)

17.4

15.0

13.8

8.0

Repo Men 1.7

Risk, b

1.29

1.00

0.68

0.00

-0.86

48

Capital Asset Pricing Model

The Security Market Line (SML) is part of the

Capital Asset Pricing Model (CAPM).

Return = Risk Free + Beta (RetMrkt –Rf)

SML: r i

= r

RF

Assume r

RF

+ (RP

= 8%; r

M

M

)b i

= r

.

M

RP

M

= (r

M

= 15%.

- r

RF

) = 15% - 8% = 7%.

49

Use the SML to calculate each alternative’s required return.

The Security Market Line (SML) is part of the Capital Asset Pricing Model

(CAPM).

SML: r i

= r

RF

Assume r

RF

+ (RP

= 8%; r

M

M

)b i

= r

.

M

RP

M

= (r

M

= 15%.

- r

RF

) = 15% - 8% = 7%.

50

Required Rates of Return

 r r

Alta

M

= 8.0% + (7%)(1.29) = 17%.

= 8.0% + (7%)(1.00) = 15.0%.

r r

Am. F.

T-bill

= 8.0% + (7%)(0.68) = 12.8%.

= 8.0% + (7%)(0.00) = 8.0%.

r

Repo

= 8.0% + (7%)(-0.86) = 2.0%.

51

Expected versus Required

Returns (%)

Alta

Market

Exp.

r

17.4

15.0

Am. Foam 13.8

T-bills 8.0

Repo 1.7

Req.

r

17.0

Undervalued

15.0

Fairly valued

12.8

Undervalued

8.0

Fairly valued

2.0

Overvalued

52

SML: r i r i

= r

RF

+ (RP

M

) b i

= 8% + (7%) b i r i

(%) r

M

Repo

.

-1

= 15 r

RF

= 8

.

.

T-bills

0

Alta

.

.

1

Am. Foam

Market

2

Risk, b i

53

Calculate beta for a portfolio with 50% Alta and 50% Repo b p

= Weighted average

= 0.5(b

= 0.22.

Alta

) + 0.5(b

Repo

)

= 0.5(1.29) + 0.5(-0.86)

54

Required Return on the

Alta/Repo Portfolio?

r p

= Weighted average r

= 0.5(17%) + 0.5(2%) = 9.5%.

Or use SML: r p

= r

RF

+ (RP

M

) b p

= 8.0% + 7%(0.22) = 9.5%.

55

18

15

11

8

Impact of Inflation Change on

SML r (%)

New SML 

I = 3%

SML

2

SML

1

Original situation

0 0.5

1.0

1.5

Risk, b i

56

18

15

8

Impact of Risk Aversion

Change r (%)

SML

2

After change

SML

1

RP

M

= 3%

Original situation

Risk, b i 57 1.0

Has the CAPM been completely confirmed or refuted?

No. The statistical tests have problems that make empirical verification or rejection virtually impossible.

Investors’ required returns are based on future risk, but betas are calculated with historical data.

Investors may be concerned about both stand-alone and market risk.

58

Below are per book mini-case

Consider the Following

Investment Alternatives

Econ.

Prob. T-Bill Alta Repo Am F.

MP

Bust 0.10 8.0% -22.0% 28.0% 10.0% -13.0%

Below avg.

0.20 8.0

Avg.

0.40 8.0

-2.0

20.0

14.7

-10.0

0.0

7.0

1.0

15.0

Above avg.

0.20 8.0

Boom 0.10 8.0

1.00

35.0

-10.0

50.0

-20.0

45.0

30.0

29.0

43.0

60

What is unique about T-bill returns?

T-bill returns 8% regardless of the state of the economy.

Is T-bill riskless? Explain.

61

Alta Inds. and Repo Men vs. Economy

Alta moves with economy, so it is positively correlated with economy. This is typical

Repo Men moves counter to economy.

Such negative correlation is unusual.

62

Calculate the expected rate of return on each alternative.

^

(think wtd average)

^ r

Alta

= 0.10(-22%) + 0.20(-2%)

+ 0.40(20%) + 0.20(35%)

+ 0.10(50%) = 17.4%.

n

∑ i=1 r i

P i

.

63

Alta has the highest rate of return. Does that make it best?

Alta

Market

Am. Foam

T-bill

Repo Men

Expected return

17.4%

15.0

13.8

8.0

1.7

64

What is the standard deviation of returns for each alternative?

σ = Standard deviation

σ = √ Variance = √ σ 2

=

n

∑ i=1

(r i

^

– r) 2 P i

.

65

Standard Deviation of Alta

Industries

 = [(-22 - 17.4) 2 0.10 + (-2 - 17.4) 2 0.20

+ (20 - 17.4) 2 0.40 + (35 - 17.4) 2 0.20

+ (50 - 17.4) 2 0.10] 1/2

= 20.0%.

66

Standard Deviation of

Alternatives

T-bills

Alta

= 0.0%.

= 20.0%.

Repo

= 13.4%.

Am Foam

= 18.8%.

Market

= 15.3%.

67

Expected Return versus Risk

Security

Alta Inds.

Market

Am. Foam

Expected

Return

17.4%

15.0

13.8

T-bills 8.0

Repo Men 1.7

Risk, 

20.0%

15.3

18.8

0.0

13.4

68

Coefficient of Variation (CV)

CV = Standard deviation / Expected return

CVT-BILLS = 0.0% / 8.0% = 0.0.

CVAlta Inds = 20.0% / 17.4% = 1.1.

CVRepo Men = 13.4% / 1.7% = 7.9.

CVAm. Foam = 18.8% / 13.8% = 1.4.

CVM = 15.3% / 15.0% = 1.0.

69

Expected Return versus

Coefficient of Variation

Security

Alta Inds

Market

Expected

Return

Risk:

Risk:

CV

17.4% 20.0% 1.1

15.0

15.3

1.0

Am. Foam

T-bills

13.8

8.0

Repo Men 1.7

18.8

0.0

13.4

1.4

0.0

7.9

70

Return vs. Risk (Std. Dev.):

Which investment is best?

20.0%

15.0% Mkt

Alta

Am. Foam

10.0%

T-bills

5.0%

Repo

0.0%

0.0% 5.0% 10.0% 15.0% 20.0% 25.0%

Risk (Std. Dev.)

71

Portfolio Risk and Return

Assume a two-stock portfolio with

$50,000 in Alta Inds. and $50,000 in

Repo Men.

^ p and  p

.

72

Portfolio Expected Return

^ p is a weighted average (w portfolio in stock i): i is % of

^ p n

= Σ w i i = 1

^ i r

^ p

= 0.5(17.4%) + 0.5(1.7%) = 9.6%.

73

Alternative Method: Find portfolio return in each economic state

Economy

Bust

Below avg.

Average

Above avg.

Boom

Prob.

0.10

0.20

0.40

0.20

0.10

Alta

-22.0%

-2.0

20.0

35.0

50.0

Repo

28.0%

14.7

Port.=

0.5(Alta)

+

0.5(Repo)

3.0%

6.4

0.0

-10.0

10.0

12.5

-20.0

15.0

74

Use portfolio outcomes to estimate risk and expected return r

^ p

= (3.0%)0.10 + (6.4%)0.20 + (10.0%)0.40

+ (12.5%)0.20 + (15.0%)0.10 = 9.6%

 p

= ((3.0 - 9.6) 2 0.10 + (6.4 - 9.6) 2 0.20

+(10.0 - 9.6) 2 0.40 + (12.5 - 9.6) 2 0.20

+ (15.0 - 9.6) 2 0.10) 1/2 = 3.3%

CV p

= 3.3%/9.6% = .34

75

Portfolio vs. Its Components

Portfolio expected return (9.6%) is between Alta (17.4%) and Repo (1.7%) returns.

Portfolio standard deviation is much lower than:

 either stock (20% and 13.4%).

 average of Alta and Repo (16.7%).

The reason is due to negative correlation ( r ) between Alta and Repo returns.

76

Two-Stock Portfolios

Two stocks can be combined to form a riskless portfolio if r = -1.0.

Risk is not reduced at all if the two stocks have r = +1.0.

In general, stocks have r ≈ 0.35, so risk is lowered but not eliminated.

Investors typically hold many stocks.

What happens when r = 0?

77

Adding Stocks to a Portfolio

What would happen to the risk of an average 1-stock portfolio as more randomly selected stocks were added?

 p would decrease because the added stocks would not be perfectly correlated, but the expected portfolio return would remain relatively constant.

78

1 stock

≈ 35%

Many stocks

≈ 20%

1 stock

2 stocks

Many stocks

-75 -60 -45 -30 -15 0 15 30 45 60 75 90 10

5

Returns (%)

79

Risk vs. Number of Stock in

Portfolio

35%

 p

Company Specific

(Diversifiable) Risk

Stand-Alone Risk,

 p

20%

Market Risk

0

10 20 30 40 2,000 stocks

80

Stand-alone risk = Market risk

+ Diversifiable risk

Market risk is that part of a security’s stand-alone risk that cannot be eliminated by diversification.

Firm-specific, or diversifiable, risk is that part of a security’s stand-alone risk that can be eliminated by diversification.

81

Conclusions

As more stocks are added, each new stock has a smaller risk-reducing impact on the portfolio.

 p included. The lower limit for 

=  falls very slowly after about 40 stocks are

M

.

p is about 20%

By forming well-diversified portfolios, investors can eliminate about half the risk of owning a single stock.

82

Can an investor holding one stock earn a return commensurate with its risk?

No. Rational investors will minimize risk by holding portfolios.

They bear only market risk, so prices and returns reflect this lower risk.

The one-stock investor bears higher

(stand-alone) risk, so the return is less than that required by the risk.

83

How is market risk measured for individual securities?

Market risk, which is relevant for stocks held in well-diversified portfolios, is defined as the contribution of a security to the overall riskiness of the portfolio.

It is measured by a stock’s beta coefficient. For stock i, its beta is: b i

= ( r i,M

 i

) / 

M

84

How are betas calculated?

In addition to measuring a stock’s contribution of risk to a portfolio, beta also measures the stock’s volatility relative to the market.

85

Using a Regression to

Estimate Beta

Run a regression with returns on the stock in question plotted on the Y axis and returns on the market portfolio plotted on the X axis.

The slope of the regression line, which measures relative volatility, is defined as the stock’s beta coefficient, or b.

86

Use the historical stock returns to calculate the beta for PQU.

Year

1

2

3

6

7

4

5

8

9

10

Market

25.7%

8.0%

-11.0%

15.0%

32.5%

13.7%

40.0%

10.0%

-10.8%

-13.1%

PQU

40.0%

-15.0%

-15.0%

35.0%

10.0%

30.0%

42.0%

-10.0%

-25.0%

25.0%

87

Calculating Beta for PQU

50%

40%

30%

20%

10%

0%

-10%

-20%

-30% r

PQU

= 0.8308 r

R

2

M

+ 0.0256

= 0.3546

-30% -20% -10% 0% 10% 20% 30% 40% 50%

Market Return

88

What is beta for PQU?

The regression line, and hence beta, can be found using a calculator with a regression function or a spreadsheet program. In this example, b = 0.83.

89

Calculating Beta in Practice

Many analysts use the S&P 500 to find the market return.

Analysts typically use four or five years’ of monthly returns to establish the regression line.

Some analysts use 52 weeks of weekly returns.

90

How is beta interpreted?

If b = 1.0, stock has average risk.

If b > 1.0, stock is riskier than average.

If b < 1.0, stock is less risky than average.

Most stocks have betas in the range of

0.5 to 1.5.

Can a stock have a negative beta?

91

Other Web Sites for Beta

Go to http://finance.yahoo.com

Enter the ticker symbol for a “Stock

Quote”, such as IBM or Dell, then click

GO.

When the quote comes up, select Key

Statistics from panel on left.

92

Expected Return versus Market

Risk: Which investment is best?

Security

Alta

Market

Am. Foam

T-bills

Expected

Return (%)

17.4

15.0

13.8

8.0

Repo Men 1.7

Risk, b

1.29

1.00

0.68

0.00

-0.86

93

Use the SML to calculate each alternative’s required return.

The Security Market Line (SML) is part of the Capital Asset Pricing Model

(CAPM).

SML: r i

= r

RF

Assume r

RF

+ (RP

= 8%; r

M

M

)b i

= r

.

M

RP

M

= (r

M

= 15%.

- r

RF

) = 15% - 8% = 7%.

94

Required Rates of Return

 r r

Alta

M

= 8.0% + (7%)(1.29) = 17%.

= 8.0% + (7%)(1.00) = 15.0%.

r r

Am. F.

T-bill

= 8.0% + (7%)(0.68) = 12.8%.

= 8.0% + (7%)(0.00) = 8.0%.

r

Repo

= 8.0% + (7%)(-0.86) = 2.0%.

95

Expected versus Required

Returns (%)

Alta

Market

Exp.

r

17.4

15.0

Am. Foam 13.8

T-bills 8.0

Repo 1.7

Req.

r

17.0

Undervalued

15.0

Fairly valued

12.8

Undervalued

8.0

Fairly valued

2.0

Overvalued

96

SML: r i r i

= r

RF

+ (RP

M

) b i

= 8% + (7%) b i r i

(%) r

M

Repo

.

-1

= 15 r

RF

= 8

.

.

T-bills

0

Alta

.

.

1

Am. Foam

Market

2

Risk, b i

97

Calculate beta for a portfolio with 50% Alta and 50% Repo b p

= Weighted average

= 0.5(b

= 0.22.

Alta

) + 0.5(b

Repo

)

= 0.5(1.29) + 0.5(-0.86)

98

Required Return on the

Alta/Repo Portfolio?

r p

= Weighted average r

= 0.5(17%) + 0.5(2%) = 9.5%.

Or use SML: r p

= r

RF

+ (RP

M

) b p

= 8.0% + 7%(0.22) = 9.5%.

99

18

15

11

8

Impact of Inflation Change on

SML r (%)

New SML 

I = 3%

SML

2

SML

1

Original situation

0 0.5

1.0

1.5

Risk, b i

100

18

15

8

Impact of Risk Aversion

Change r (%)

SML

2

After change

SML

1

RP

M

= 3%

Original situation

Risk, b i 101 1.0

Has the CAPM been completely confirmed or refuted?

No. The statistical tests have problems that make empirical verification or rejection virtually impossible.

Investors’ required returns are based on future risk, but betas are calculated with historical data.

Investors may be concerned about both stand-alone and market risk.

102

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