Risk-Return Corporate Finance

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    CHAPTER 6 and 7- Risk and Return

    1. Basic return concepts2. Basic risk concepts3. Individual Securities

    Expected Return, Variance, and Covariance

    1. The Return and Risk for Portfolios2. The Efficient Set for Two Assets3. The Efficient Set for Many Securities4. Diversification: An Example5. Riskless Borrowing and Lending

    6. Market Equilibrium7. Relationship between Risk and Expected Return (CAPM)8. Summary and Conclusions

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    What are investment returns?

    Investment returns measure thefinancial results of an investment.

    Returns may be historical orprospective (anticipated).

    Returns can be expressed in:

    Dollar terms.

    Percentage terms.

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    What is the return on an investment that

    costs $1,000 and is sold after 1 year for$1,100?

    Dollar return:

    Percentage return:

    $ Received - $ Invested$1,100 - $1,000 = $100.

    $ Return/$ Invested$100/$1,000 = 0.10 = 10%.

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    What is investment risk?

    Typically, investment returns are not

    known with certainty.Investment risk pertains to the

    probability of earning a return lessthan that expected.

    The greater the chance of a return farbelow the expected return, thegreater the risk.

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    Probability distribution

    Rate ofreturn (%)50150-20

    Stock X

    Stock Y

    Which stock is riskier? Why?

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    Individual Securities

    The characteristics of individual securitiesthat are of interest are the:

    Expected ReturnVariance and Standard Deviation

    Covariance and Correlation

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    Calculate the expected rate of

    return on each alternative.

    .P=r

    n

    1=i

    iir

    r = expected rate of return.

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    What is the standard deviation

    of returns for each alternative?

    ( ) .

    Variance

    deviationStandard

    1

    2

    2

    =

    =

    ==

    =

    n

    i

    ii Prr

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    Standard deviation measures thestand-alone risk of an investment.

    The larger the standard deviation, the

    higher the probability that returns willbe far below the expected return. Coefficient of variation is an

    alternative measure of stand-alone

    risk.

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    Expected Return, Variance, and Covariance

    Consider the following two risky asset

    world. There is a 1/3 chance of eachstate of the economy and the only assetsare a stock fund and a bond fund.

    Rate of Return

    Scenario Probability Stock fund Bond fund

    Recession 33.3% -7% 17%

    Normal 33.3% 12% 7%

    Boom 33.3% 28% -3%

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    Expected Return, Variance, and Covariance

    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession-7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation14.3% 8.2%

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    %11)(

    %)28(3

    1%)12(3

    1%)7(3

    1)(

    =

    ++=

    S

    S

    rE

    rE

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    %7)(

    %)3(3

    1%)7(3

    1%)17(3

    1)(

    =

    ++=

    B

    B

    rE

    rE

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    %24.3%)7%11( 2 =

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession-7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    %89.2%)28%11( 2 =

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    %)89.2%01.0%24.3(3

    1%05.2 ++=

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    Expected Return, Variance, and Covariance

    0205.0%3.14 =

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    Stock fund Bond Fund

    Rate of Squared Rate of Squared

    Scenario Return Deviation Return Deviation

    Recession -7% 3.24% 17% 1.00%

    Normal 12% 0.01% 7% 0.00%

    Boom 28% 2.89% -3% 1.00%

    Expected return 11.00% 7.00%

    Variance 0.0205 0.0067

    Standard Deviation 14.3% 8.2%

    The Return and Risk for Portfolios

    Note that stocks have a higher expected return than bonds

    and higher risk. Let us turn now to the risk-return tradeoff

    of a portfolio that is 50% invested in bonds and 50%

    invested in stocks.

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    The Return and Risk for Portfolios

    Rate of Return

    Scenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%

    Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The rate of return on the portfolio is a weighted average ofthe returns on the stocks and bonds in the portfolio:

    SSBBPrwrwr +=

    %)17(%50%)7(%50%5 +=

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    Rate of ReturnScenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The Return and Risk for Portfolios

    The rate of return on the portfolio is a weighted average of

    the returns on the stocks and bonds in the portfolio:

    %)7(%50%)12(%50%5.9 +=

    SSBBPrwrwr +=

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    Rate of ReturnScenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The Return and Risk for Portfolios

    The rate of return on the portfolio is a weighted average of

    the returns on the stocks and bonds in the portfolio:

    %)3(%50%)28(%50%5.12 +=

    SSBBPrwrwr +=

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    Rate of ReturnScenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The Return and Risk for Portfolios

    The expectedrate of return on the portfolio is a weighted

    average of the expectedreturns on the securities in theportfolio.

    %)7(%50%)11(%50%9 +=

    )()()( SSBBP rEwrEwrE +=

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    Rate of Return

    Scenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The Return and Risk for Portfolios

    The variance of the rate of return on the two risky assets

    portfolio isBSSSBB

    2

    SS

    2

    BB

    2

    P ))(w2(w)(w)(w ++=

    where BSis the correlation coefficient between the returns

    on the stock and bond funds.

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    Rate of Return

    Scenario Stock fund Bond fund Portfolio squared deviation

    Recession -7% 17% 5.0% 0.160%

    Normal 12% 7% 9.5% 0.003%

    Boom 28% -3% 12.5% 0.123%

    Expected return 11.00% 7.00% 9.0%Variance 0.0205 0.0067 0.0010

    Standard Deviation 14.31% 8.16% 3.08%

    The Return and Risk for Portfolios

    Observe the decrease in risk that diversification offers.

    An equally weighted portfolio (50% in stocks and 50%

    in bonds) has less risk than stocks or bonds held in

    isolation.

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    P o r t f o lo R is k a n d R e t u r n

    5 .0 %

    6 .0 %

    7 .0 %

    8 .0 %

    9 .0 %

    1 0 .0 %

    1 1 .0 %

    1 2 .0 %

    0 .0 % 5 .0 % 1 0 .0 % 1 5 .0 % 2 0 .0 %

    P o r t f o l io R is k ( s t a n d a r

    PortfolioReturn

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    5 0 .0 0 % 3 .0 8 % 9 .0 0 %

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    The Efficient Set for Two Assets

    We can consider other

    portfolio weights besides 50%

    in stocks and 50% in bonds

    100%

    bonds

    100%

    stocks

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    P o r tf o lo R is k a n d R e t u rn C o

    5 . 0 %

    6 . 0 %

    7 . 0 %

    8 . 0 %

    9 . 0 %

    1 0 . 0 %

    1 1 . 0 %

    1 2 . 0 %

    0 . 0 % 2 . 0 % 4 . 0 % 6 . 0 % 8 . 0 % 1 0 . 0 %1 2 . 0 %1 4 . 0 %1 6 . 0 %

    P o rt f o lio R is k ( st a n d a rd d

    PortfolioReturn

    The Efficient Set for Two Assets

    We can consider other

    portfolio weights besides 50%

    in stocks and 50% in bonds

    100%

    bonds

    100%

    stocks

    % in stocks Risk Return

    0 % 8 .2 % 7 .0 %

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5 % 7 .0 % 7 .2 %

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    1 0 % 5 .9 % 7 .4 %

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    1 5 % 4 .8 % 7 .6 %

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    2 0 % 3 .7 % 7 .8 %

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    2 5 % 2 .6 % 8 .0 %

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    3 0 % 1 .4 % 8 .2 %

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    3 5 % 0 .4 % 8 .4 %

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    4 0 % 0 .9 % 8 .6 %

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    4 5 % 2 .0 % 8 .8 %

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    5 0 % 3 .1 % 9 .0 %

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    5 5 % 4 .2 % 9 .2 %

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    6 0 % 5 .3 % 9 .4 %

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    6 5 % 6 .4 % 9 .6 %

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    7 0 % 7 .6 % 9 .8 %

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    7 5 % 8 .7 % 1 0 .0 %

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    8 0 % 9 .8 % 1 0 .2 %

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    8 5 % 1 0 .9 % 1 0 .4 %

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    9 0 % 1 2 .1 % 1 0 .6 %

    95% 13.2% 10.8%

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    9 5 % 1 3 .2 % 1 0 .8 %

    100% 14.3% 11.0%

    % in stocks Risk Return

    0% 8.2% 7.0%

    5% 7.0% 7.2%

    10% 5.9% 7.4%

    15% 4.8% 7.6%

    20% 3.7% 7.8%

    25% 2.6% 8.0%

    30% 1.4% 8.2%

    35% 0.4% 8.4%

    40% 0.9% 8.6%

    45% 2.0% 8.8%

    50% 3.1% 9.0%

    55% 4.2% 9.2%

    60% 5.3% 9.4%

    65% 6.4% 9.6%

    70% 7.6% 9.8%

    75% 8.7% 10.0%

    80% 9.8% 10.2%

    85% 10.9% 10.4%

    90% 12.1% 10.6%

    95% 13.2% 10.8%

    1 0 0 % 1 4 .3 % 1 1 .0 %

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    29

    Two-Security Portfolios with Various

    Correlations

    100%

    bonds

    return

    100%

    stocks

    = 0.2

    = 1.0

    = -1.0

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    30

    Portfolio Risk/Return Two Securities:Correlation Effects

    Relationship depends on correlationcoefficient

    -1.0 < < +1.0

    The smaller the correlation, the greater therisk reduction potential

    If = +1.0, no risk reduction is possible

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    31

    What would happen to the

    risk of portfolio as more randomlyselected stocks were added?

    p would decrease because the added

    stocks would not be perfectly correlated,

    but rp

    would remain relatively constant.

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    Large

    0 15

    Prob.

    2

    1

    1 35% ; 2 20%.Return

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    33

    Portfolio Risk as a Function of the Number of Stocks in thePortfolio

    Nondiversifiable risk;

    Systematic Risk;Market Risk

    Diversifiable Risk;

    Nonsystematic Risk;

    Firm Specific Risk;

    Unique Risk

    n

    In a large portfolio the variance terms are effectivelydiversified away, but the covariance terms are not.

    Thus diversification can eliminate some, but not all of the

    risk of individual securities.

    Portfolio risk

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    34

    Stand-alone Market Diversifiable

    Market risk is that part of a securitys

    stand-alone risk that cannotbeeliminated by diversification.

    Firm-specific, or diversifiable, risk is

    that part of a securitys stand-alonerisk that can be eliminated bydiversification.

    risk risk risk= +

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    35

    No. Rational investors will minimize riskby holding portfolios.

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

    The one-stock investor bears higher

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

    Can an investor holding one stock earn

    a return commensurate with its risk?

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    36

    Conclusions

    As more stocks are added, each newstock has a smaller risk-reducingimpact on the portfolio.

    In general p falls very slowly afterabout 40 stocks are included.

    By forming well-diversified portfolios,investors can eliminate part of theriskiness of owning a single stock.

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    37

    The Efficient Set for Many Securities

    Consider a world with many risky assets; wecan still identify the opportunity setof risk-return combinations of various portfolios.

    return

    P

    Individual Assets

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    38

    The Efficient Set for Many Securities

    Given the opportunity setwe can identify

    the minimum variance portfolio.

    return

    P

    minimumvarianceportfolio

    Individual Assets

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    The Efficient Set for Many Securities

    The section of the opportunity set above theminimum variance portfolio is the efficient

    frontier.

    return

    P

    minimumvarianceportfolio

    efficie

    ntfro

    ntier

    Individual Assets

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    40

    Optimal Risky Portfolio with a Risk-Free Asset

    In addition to stocks and bonds, considera world that also has risk-free securitieslike T-bills

    100%

    bonds

    100%

    stocks

    rf

    return

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    41

    Riskless Borrowing and Lending

    Now investors can allocate their moneyacross the T-bills and a balanced mutualfund

    100%

    bonds

    100%

    stocks

    rf

    return

    Balanced

    fund

    CML

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    Riskless Borrowing and Lending

    With a risk-free asset available andthe efficient frontier identified, wechoose the capital allocation line

    with the steepest slope

    return

    P

    efficient frontier

    rf

    CML

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    43

    Market Equilibrium

    With the capital allocation line identified, all investors choose a

    point along the linesome combination of the risk-free assetand the market portfolio M. In a world with homogeneousexpectations, Mis the same for all investors.

    return

    P

    efficient frontier

    rf

    M

    CML

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    The Separation Property

    The Separation Propertystates that the marketportfolio, M, is the same for all investorstheycan separate their risk aversion from their

    choice of the market portfolio.

    return

    P

    efficient frontier

    rf

    M

    CML

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    The Separation Property

    Investor risk aversion is revealed in their choice of whereto stay along the capital allocation linenot in theirchoice of the line.

    return

    P

    efficient frontier

    rf

    M

    CML

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    46

    Market Equilibrium

    Just where the investor chooses along the CapitalAsset Line depends on his risk tolerance. The big

    point though is that all investors have the same CML.

    100%

    bonds

    100%

    stocks

    rf

    return

    Balanced

    fund

    CML

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    47

    Market Equilibrium

    All investors have the same CML becausethey all have the same optimal riskyportfolio given the risk-free rate.

    100%

    bonds

    100%

    stocks

    rf

    return

    Optimal

    Risky

    Porfolio

    CML

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    48

    The Separation Property

    The separation property implies that portfolio choice

    can be separated into two tasks: (1) determine theoptimal risky portfolio, and (2) selecting a point on the

    CML.

    100%

    bonds

    100%

    stocks

    rf

    return

    Optimal

    Risky

    Porfolio

    CML

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    Optimal Risky Portfolio with a Risk-Free

    Asset

    By the way, the optimal risky portfoliodepends on the risk-free rate as well asthe risky assets.

    100%

    bonds

    100%

    stocksreturn

    First

    Optimal

    Risky

    Portfolio

    Second Optimal

    Risky Portfolio

    CML0 CML

    1

    0

    fr

    1

    fr

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    50

    Market risk, which is relevant for stocksheld in well-diversified portfolios, is defined

    as the contribution of a security to theoverall riskiness of the portfolio.

    It is measured by a stocks beta coefficient,which measures the stocks volatility

    relative to the market. What is the relevant risk for a stock held in

    isolation?

    How is market risk measured for

    individual securities?

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    51

    Definition of Risk When Investors

    Hold the Market Portfolio Researchers have shown that the best

    measure of the risk of a security in a large

    portfolio is the beta ()of the security. Beta measures the responsiveness of a

    security to movements in the market

    portfolio.)(

    )(2

    ,

    M

    Mi

    iRRRCov

    =

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    52

    How are betas calculated? Run a regression with returns on the stock

    in question plotted on the Y axis andreturns on the market portfolio plotted onthe X axis.

    The slope of the regression line, whichmeasures relative volatility, is defined asthe stocks beta coefficient, or.

    Analysts typically use four or five years of

    monthly returns to establish the regressionline. Some use 52 weeks of weeklyreturns.

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    53

    Estimating with regression

    S

    ecurityReturn

    s

    S

    ecurityReturn

    s

    Return onReturn on

    market %market %

    RRii == ii ++ iiRRmm ++ eeii

    Slope =Slope = iiChara

    cteris

    ticLine

    Character

    istic

    Line

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    Use the historical stock returns tocalculate the beta for XYZ.

    Year Market XYZ

    1 25.7% 40.0%

    2 8.0% -15.0%

    3 -11.0% -15.0%4 15.0% 35.0%

    5 32.5% 10.0%

    6 13.7% 30.0%

    7 40.0% 42.0%

    8 10.0% -10.0%

    9 -10.8% -25.0%

    10 -13.1% 25.0%

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    55

    Calculating Beta for KWE

    RXYZ = 0.83R M + 0.03

    R2

    = 0.36-40%

    -20%

    0%

    20%

    40%

    -40% -20% 0% 20% 40%

    R M

    RXYZ

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    56

    Estimates of for Selected

    StocksStock Beta

    Bank of America 1.55

    Borland International 2.35

    Travelers, Inc. 1.65

    Du Pont 1.00

    Kimberly-Clark Corp. 0.90

    Microsoft 1.05

    Green MountainPower

    0.55

    Homestake Mining 0.20

    Oracle, Inc. 0.49

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    57

    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?

    How is beta interpreted?

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    58

    Relationship between Risk and ExpectedReturn (CAPM)

    Expected Return on the Market:

    Expected return on an individual security:

    PremiumRiskMarket+= FM RR

    )(F

    MiF

    i RRRR +=

    Market Risk Premium

    This applies to individual securities held within well-diversified portfolios.

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    59

    Expected Return on an IndividualSecurity

    This formula is called the Capital Asset PricingModel (CAPM)

    )(F

    MiF

    i RRRR +=

    Assume i = 0, then the expected return isRF.

    Assumei

    = 1, then Mi RR =

    Expectedreturn on

    a security

    =Risk-free

    rate+

    Beta of the

    security

    Market risk

    premium

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    Relationship Between Risk & ExpectedReturn

    Expecte

    dreturn

    )(

    FM

    iFi RRRR +=

    FR

    1.0

    MR

    )(F

    MiF

    i RRRR +=

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    61

    Relationship Between Risk & ExpectedReturn

    Expected

    re

    turn

    %3=FR

    %3

    1.5

    %5.13

    5.1 =i %10=MR

    %5.13%)3%10(5.1%3 =+=iR

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    Summary and Conclusions

    The contribution of a security to the risk of a well-diversified portfolio is proportional to the covariance of thesecurity's return with the markets return. This contribution

    is called the beta.

    The CAPM states that the expected return on a security is

    positively related to the securitys beta:

    )(

    )(2

    ,

    M

    Mi

    iR

    RRCov

    =

    )(F

    MiF

    i RRRR +=