capm and apt (rohit)

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  • 8/9/2019 Capm and APT (Rohit)

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    Return and Risk :CAPM and APT

    Reference: RWJ Chp. 11

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    Arbitrage Pricing Theory

    Arbitrage - arises if an investor can construct azero investment portfolio with a sure profit.

    Since no investment is required, an investorcan create large positions to secure largelevels of profit.

    In efficient markets, profitable arbitrage

    opportunities will quickly disappear.

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    Factor Models: Announcements,Surprises, and Expected Returns

    The return on any security consists of two parts.

    First the expected returns

    Second is the unexpected or risky returns.

    A way to write the return on a stock in thecoming month is:

    returntheofpartunexpectedtheis

    returntheofpartexpectedtheis

    where

    U

    R

    URR +=

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    Factor Models: Announcements,Surprises, and Expected Returns

    Any announcement can be broken down into twoparts, the anticipated or expected part and thesurprise or innovation:

    Announcement = Expected part + Surprise. The expected part of any announcement is part of

    the information the market uses to form theexpectation, Rof the return on the stock.

    The surprise is the news that influences theunanticipated return on the stock, U.

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    Risk: Systematic and Unsystematic

    A systematic riskis any risk that affects a large number ofassets, each to a greater or lesser degree.

    An unsystematic riskis a risk that specifically affects a singleasset or small group of assets.

    Unsystematic risk can be diversified away.

    Examples of systematic risk include uncertainty about generaleconomic conditions, such as GNP, interest rates or inflation.

    On the other hand, announcements specific to a company,

    such as a gold mining company striking gold, are examples ofunsystematic risk.

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    Risk: Systematic and Unsystematic

    Systematic Risk; m

    Nonsystematic Risk;

    n

    Total risk; U

    We can break down the risk,U

    , of holding a stock into twocomponents: systematic risk and unsystematic risk:

    riskicunsystemattheis

    risksystematictheis

    where

    becomes

    m

    mRR

    URR

    ++=

    +=

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    Systematic Risk and Betas

    The beta coefficient, , tells us the response of thestocks return to a systematic risk.

    In the CAPM, measured the responsiveness of asecuritys return to a specific risk factor, the return on themarket portfolio.

    )(

    )(2

    ,

    M

    Mii

    R

    RRCov

    =

    We shall now consider many types of systematic risk.

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    Systematic Risk and Betas For example, suppose we have identified three

    systematic risks on which we want to focus:1. Inflation

    2. GDPgrowth

    3. The dollar-euro spot exchange rate, S($,)

    Our model is:

    riskicunsystemattheis

    betarateexchangespottheis

    betaGDPtheisbetainflationtheis

    FFFRR

    mRR

    S

    GDP

    I

    SSGDPGDPII ++++=

    ++=

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    Systematic Risk and Betas: Example

    Suppose we have made the following estimates:

    1. I= -2.30

    2. GDP

    = 1.50

    3. S= 0.50.

    Finally, the firm was able to attract a superstar CEO

    and this unanticipated development contributes 1% tothe return.

    FFFRR SSGDPGDPII ++++=

    %1=

    %150.050.130.2+++=

    SGDPI FFFRR

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    Systematic Risk and Betas: Example

    We must decide what surprises took place in the systematicfactors.

    If it was the case that the inflation rate was expected to be by3%, but in fact was 8% during the time period, then

    FI = Surprise in the inflation rate

    = actual expected

    = 8% - 3%= 5%

    %150.050.130.2 +++= SGDPI FFFRR

    %150.050.1%530.2+++=

    SGDP FFRR

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    Systematic Risk and Betas: Example

    If it was the case that the rate ofGDPgrowthwas expected to be 4%, but in fact was 1%,

    then

    FGDP

    = Surprise in the rate ofGDPgrowth

    = actual expected

    = 1% - 4%

    = -3%

    %150.050.1%530.2 +++= SGDP FFRR

    %150.0%)3(50.1%530.2 +++= SFRR

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    Systematic Risk and Betas: Example

    If it was the case that dollar-euro spot exchange rate,

    S($,), was expected to increase by 10%, but in factremained stable during the time period, then

    FS= Surprise in the exchange rate

    = actual expected

    = 0% - 10%

    = -10%

    %150.0%)3(50.1%530.2 +++= SFRR

    %1%)10(50.0%)3(50.1%530.2 +++= RR

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    Systematic Risk and Betas: Example

    Finally, if it was the case that the expected returnon the stock was 8%, then

    %150.0%)3(50.1%530.2 +++= SFRR

    %12

    %1%)10(50.0%)3(50.1%530.2%8

    =

    +++=

    R

    R

    %8=R

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    Portfolios and Factor Models

    Now let us consider what happens to portfolios of stocks wheneach of the stocks follows a one-factor model.

    We will create portfolios from a list ofNstocks and will capturethe systematic risk with a 1-factor model.

    The ith stock in the list have returns:

    iiii FRR ++=

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    Relationship Between the Return onthe Common Factor & Excess Return

    Excess

    return

    The return on the factor F

    i

    iiii FRR +=

    If we assumethat there is no

    unsystematic

    risk, then i=

    0

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    Relationship Between the Return onthe Common Factor & Excess Return

    Excess

    return

    The return on the factor F

    If we assumethat there is no

    unsystematic

    risk, then i=

    0

    FRR iii =

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    Relationship Between the Return onthe Common Factor & Excess Return

    Excess

    return

    The return on the factor F

    Differentsecurities will

    have different

    betas

    0.1=B

    50.0=C

    5.1=A

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    Portfolios and Diversification We know that the portfolio return is the

    weighted average of the returns on theindividual assets in the portfolio:

    NNiiP RXRXRXRXR +++++= 2211

    )(

    )()( 22221111

    NNN

    N

    P

    FRX

    FRXFRXR

    +++

    ++++++=

    NNNNNN

    P

    XFXRX

    XFXRXXFXRXR

    +++

    ++++++=

    222222111111

    iiii FRR ++=

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    Portfolios and DiversificationThe return on anyportfolio is determined by three sets of parameters:

    In a large portfolio, the third row of this equation

    disappears as the unsystematic risk is diversified away.

    NNPRXRXRXR +++= 2211

    1. The weighed average of expected returns.

    FXXXNN)( 2211 ++++

    2. The weighted average of the betas times the factor.

    NNXXX ++++ 2211

    3. The weighted average of the unsystematic risks.

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    Portfolios and Diversification

    So the return on a diversifiedportfolio isdetermined by two sets of parameters:

    1. The weighed average of expected returns.

    2. The weighted average of the betas timesthe factorF.

    FXXX

    RXRXRXR

    NN

    NNP

    )( 2211

    2211

    ++++

    +++=

    In a large portfolio, the only source of uncertainty is the

    portfolios sensitivity to the factor.

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    Betas and Expected Returns

    The return on a diversified portfolio is the sum of the expectedreturn plus the sensitivity of the portfolio to the factor.

    FXXRXRXR NNNNP )( 1111 +++++=

    FRRP

    P

    P

    +=

    NNP RXRXR ++= 11

    thatRecall

    NNP XX ++= 11

    and

    PR P

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    Relationship Between & ExpectedReturn

    If shareholders are ignoring unsystematicrisk, only the systematic risk of a stock canbe related to its expectedreturn.

    FRR PPP +=

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    Relationship Between & ExpectedReturn

    Ex

    pec

    ted

    return

    FR

    AB

    C

    D

    SML

    )( FPF RRRR +=

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    The Capital Asset Pricing Model andthe Arbitrage Pricing Theory

    APT applies to well diversified portfolios and notnecessarily to individual stocks.

    With APT it is possible for some individual

    stocks to be mispriced - not lie on the SML. APT is more general in that it gets to an

    expected return and beta relationship without theassumption of the market portfolio.

    APT can be extended to multifactor models.