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I'a' Course Description Course Management

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risk and return should be aligned: betas and your intuitive notion of risk should be related ... portfolio betas are more accurate ... – PowerPoint PPT presentation

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Title: I'a' Course Description Course Management


1
Rm
m
Slope Rm - Rf
.
Rf
Ri Rf bi (Rm - Rf)
1.0
2
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3
Technical, theoretical conclusions of the CAPM as
a description of market equilibrium
  • model prices cash flows CAPM is a pricing
    model (equation) in that is specifies how each
    cash flow should be priced in the market -- if
    FCF5 is the cash flow expected in year 5, then,
    via the capm, the market price of that cash
    flow should be
  • FCF5/(1rfbetaiE(rm)-rf)5
  • only beta matters only characteristic of the
    security that is priced is beta
  • E(ri) is linear in beta security market line
    (SML) is a straight line

4
  • beta is relative risk average beta is normalized
    to 1.0, and beta can be interpreted as a cardinal
    number
  • E(rm)-rf is the equity premium the current
    market price of a unit of risk
  • ex ante description of the relation between risk
    and return no direct observation of either the
    right or left hand side is available (except for
    a riskless security) -- all values are
    expectations of in-the-future quantities, e.g..
    as firms and the market evolve so do betas and
    E(r)s
  • assumption free conclusions if the assumptions
    fail (e.g.. no risk free asset, very
    heterogeneous expectations of returns, variances
    and covariances) the form of the model doesnt
    change much -- unless the assumption that fails
    is investor rationality or major impediments to
    competition -- such as a low degree of liquidity.

5
Practical, applied implications and conclusions
of the CAPM
  • risk and return should be aligned betas and your
    intuitive notion of risk should be related
  • estimating parameters since the parameters beta
    and E(rm)-rf may change over time we need methods
    to estimate them and to find their current
    values
  • estimating the equity premium estimates from
    past data (see following graph)
  • estimates of beta with the market model (MM) an
    empirical, ex post form of the CAPM that
    employees the regression of ex post values of ri
    on rIndex, where rIndex is the return on a broad
    based financial market index

6
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7

8
  • beta, according to the MM beta hat is an
    estimate of the true beta, or non-diversifiable
    risk, at least on average, over the period used
    in the regression
  • alpha, according to the capm alpha should be
    zero in the first equation or should be
    rf(1-beta) in the second -- thus alpha can be
    used as an ex post measure of performance (Hows
    your alpha?)
  • abnormal returns if, during the interval used in
    the estimation, the line of best fit was higher
    the security offered above normal returns, on
    average during the interval -- thus it was above
    the security market line

9
  • problems with beta hat as an estimate of true
    beta
  • its stale -- doesnt capture change in financial
    or operating leverage
  • it varies with the length of the interval used in
    the estimation
  • it varies with the use of daily, weekly, or
    monthly returns
  • it varies with the use of a different market
    index
  • it varies depending on trading activity in the
    security
  • smaller, less thinly traded firms have downward
    biased beta hats
  • portfolio betas are more accurate
  • therefore, though the model is valid, it may be
    subject to errors in usage and application

10
Controversy are there other more sensible models
of demanded returns?
  • investors base their decisions on consumption
    needs the m in E(rm.) is more complex -- c for
    consumption and includes housing and expected
    future salary as well as financial market returns
  • investors spot many different risk components
    (arbitraging the many different risks, such as
    production risk or bond default risk or interest
    rate risk) there is more than one beta for each
    i
  • illiquidity in some securities is a problem
    there would be an additional add-on to E(ri)

11
Observations about the validity of the capm and
its alternatives

12
can we test the empirical validity of the CAPM
(SML)?
  • tests would focus on the relationship between
    returns and betas
  • are returns linear in beta
  • does only beta matter (not sigma, not book value,
    not size of firm or liquidity of firms
    securities, not dividend yield, etc)
  • is the intercept the risk free rate
  • problems with such tests
  • we cant observe beta, only beta hat
  • we cant observe E(ri), only ri
  • we cant observe E(rm) only rI

13
how to look at the numbers
  • get a cross-section of firms or portfolios with
    different betas and see if the ex post returns
    on those firms are related to those estimated
    betas
  • see if they are unrelated to anything else, i.e.
    run regression (an expost form of the SML)
    explaining returns with with beta and other
    potential explanatory variables

14
  • according to theory
  • all coefficients (including the intercept) should
    be zero except lambda1
  • lambda1 should be the equity premium or risk
    premium (between 4 and 8 hopefully)
  • equation should explain a significant portion
    of all returns (the error term should be small,
    or a tight fit of all securities around the SML
    (although it is necessary to remember that we
    are using expost (realized) returns to proxy for
    ex ante (expected equilibrium) returns

15
  • according to the results
  • using historical betas and historical returns the
    results provide questionable support for the
    relationship
  • size is frequently important to explaining
    returns
  • size is more strongly related to returns than is
    beta hat
  • book value to market value, and price/earnings
    sometimes show up as being important to
    explaining returns
  • using better estimates of beta (dynamic or
    changing betas)
  • size and other variables become less important

16
CAPM conclusions
  • model does an adequate job of describing demanded
    returns when the beta reflects current risk --
    i.e. its useful paradigm, but does not describe
    everything about security returns, and must be
    used with care and analysis to arrive at proper
    beta value, proper risk premium, and proper risk
    free rate
  • can be used as a basis for valuation of uncertain
    future cash flows
  • other things possibly influencing expected or
    equilibrium returns include
  • transactions costs stemming from less than
    perfect liquidity
  • taxes
  • maybe size
  • maybe peculiar other market risk factors

17
CAPM its pros and cons
  • pro --
  • simple and straightforward, easy to apply
  • derived directly from portfolio choice with few
    added restrictions
  • not very assumption dependent
  • con --
  • does not allow for complex risks
  • evidence suggests something is wrong -- large
    predictive errors. Especially that size, book
    value, and P/E ratios seem to be related to risk
    adjusted returns
  • attribution of the predictive error of the model
    is still a controversy
  • due to inadequacy of the model (throw it out)
  • due to difficulty of estimating risk (keep it)
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