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Active Portfolio Management Theory of Active Portfolio Management Market timing portfolio construction Portfolio Evaluation Conventional Theory of evaluation Performance measurement with changing return characteristics Theory of Portfolio Management- Market Timing

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Active portfolio management l.jpg
Active Portfolio Management

  • Theory of Active Portfolio Management

  • Market timing

  • portfolio construction

  • Portfolio Evaluation

  • Conventional Theory of evaluation

  • Performance measurement with changing return characteristics


Theory of portfolio management market timing l.jpg
Theory of Portfolio Management- Market Timing

  • Most managers will not beat the passive strategy (which means investing the market index) but exceptional (bright) managers can beat the average forecasts of the market

  • Some portfolio managers have produced abnornal returns that are beyond luck

  • Some statistically insignificant return (such 50 basis point) may be economically significant


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Return

CAL

SD


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Market Timing v.s Buy and Hold the objective of the portfolio is to maximize the

  • Assume an investor puts $1,000 in a 30-day CP (riskless instrument) on Jan 1, 1927and rolls it over and holds it until Dec 31, 1978 for 52 years, the ending value is $3,600

$1,000

$3,600

52 yrs


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$1,000 $67,500 the objective of the portfolio is to maximize the

1/1 1978 Dec 31, 1978

  • An investor buys $1,000 stocks in in NYSE on Jan 1, 1978 and reinvests all its dividends in that portfolio. The the ending value of the portfolio on Dec 31, 1978 would be: $67,500

  • Suppose the investor has perfect market timing in every month by investing either in CP or stocks , whichever yields the highest return, the ending value after 52 years is $5.36 billion !


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Treynor-Black Model the objective of the portfolio is to maximize the

  • The Treynor-Black model assumes that the security markets are almost efficient

  • Active portfolio management is to select the mispriced securities which are then added to the passive market portfolio whose means and variances are estimated by the investment management firm unit

  • Only a subset of securities are analyzed in the active portfolio


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Steps of Active Portfolio Management the objective of the portfolio is to maximize the

  • Estimate the alpha, beta and residual risk of each analyzed security. (This can be done via the regression analysis.)

  • Determine the expected return and abnormal return (i.e., alpha)

  • Determine the optimal weights of the active portfolio according to the estimated alpha, beta and residual risk of each security

  • Determine the optimal weights of the the entire risky portfolio (active portfolio + passive market portfolio)


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Advantages of TB model the objective of the portfolio is to maximize the

  • TB analysis can add value to portfolio management by selecting the mispriced assets

  • TB model is easy to implement

  • TB model is useful in decentralized organizations


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TB Portfolio Selection the objective of the portfolio is to maximize the

  • For each analyzed security, k, its rate of return can be written as:rk -rf = ak + bk(rm-rf) + ekak = extra expected return (abnormal return) bk = beta ek = residual risk and its variance can be estimated as s2(ek)

  • Group all securities with nonzero alpha into a portfolio called active portfolio. In this portfolio, aA, bA and s2(eA) are to be estimated.


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Combining the objective of the portfolio is to maximize the Active Portfolio with

Market Portfolio (passive portfolio)

Return

New CAL

p

.

A

CML

M

Risk

rA=aA + rf +bA(rm-rf)


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Given: the objective of the portfolio is to maximize the

rp = wrA + (1-w)rmThe optimal weight in the active portfolio is:

w = w0/[1+(1-bA)w0]

The slope of the CAL (called the Sharpe index) for the optimal portfolio (consisting of active and passive portfolio) turns out to include two components, which are: [(rm-rf)/sm]2 + [aA/s2(eA)]2

aA/s2(eA)(rm-rf)/s2m

where w0=


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The the objective of the portfolio is to maximize the optimal weights in the activeportfolio for each individual security

will be:

ak/s2(ek)

a1/s2(e1)+...+an/s2(en)

wk =


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Illustration of TB Model the objective of the portfolio is to maximize the

  • Stock a b s(e)1 7% 1.6 45%2 -5 1.0 323 3 0.5 26

  • rm-rf =0.08; sm=0.2

  • Let us construct the optimal active portfolio implied by the TB model as:Stock a/s2(e) Weight (wk)1 0.07/0.452 = 0.3457 (1)/T = 1.14172 -0.05/0.322 = -0.4883 (2)/T = -1.62123 0.03/0.262 = 0.4438 (3)/T = 1.4735Total (T) 0.3012


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Composition of active portfolio: the objective of the portfolio is to maximize the

aA = w1a1+w2a2+w3a3 =1.1477(7%)-1.6212(5%)+1.4735(3%)

=20.56%

bA = w1b1+w2b2+w3b3

= 1.1477(1.6)-1.6212(1)+1.4735(0.5)

= 0.9519

s(eA) = [w21s21+w22s22+w23s23]0.5= [1.14772(0.452)+1.62122(0.322) +1.47352(0.262)]0.5

= 0.8262

Composition of the optimal portfolio:

w0 = (0.2056/0.82622) / (0.08/0.22)

= 0.1506w = w0 /[1+(1-bA) w0 ]

= 0.1495


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Composition of the optimal portfolio: the objective of the portfolio is to maximize the

Stock Final Position w (wk)1 0.1495(1.1477)=0.17162 0.1495(-1.6212)=-0.24243 0.1495(1.1435)=0.2202Active portfolio 0.1495

Passive portfolio 0.8505 1.0


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