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Published byPolly Howard Modified over 9 years ago
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Active Portfolio Management Joel R. Barber Department of Finance, BA 205A Florida International University
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Style Set of exposures to common factors Determined by regressing portfolio return on common factors Regression coefficients called manager’s style Standard deviation of residual called residual risk
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Benchmark Return on index matched to investor’s style or Return on passive portfolio matched to investor’s style
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Tracking Error Standard deviation of difference between active and benchmark portfolio returns var(R A – R B ) = var(R A ) + var(R B ) - 2cov(R A, R B ) Sometimes used to measures active risk An indexed portfolio has minimum tracking error with respect to index
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Performance Alpha Historical – –difference between historical returns on active and passive portfolio with same style –Alpha = R A – R B –Positive average alpha indication of superior performance –Always possible to achieve zero alpha through passive strategy
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Alpha Continued Predicted alpha Jensen’s alpha –Determined by regressing excess return on excess market return –R A - R F = alpha + (beta)(R B – R F ) + residual –Equals performance alpha with respect to market benchmark for a portfolio
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Passive Management Simple strategy –Diversified –Does not rely on superior information Examples –Indexing –Matching portfolio to investor’s style Characteristics –Constant portfolio weights –Small residual variance
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BARRA Risk Decomposition Total risk –Common Factor: common to all assets –Specific risk factor: uncorrelated with specific risk of other assets Default decomposition
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Total Risk Specific* Risk Common Factor Risk Index Risk Industry Risk *Asset Selection Risk
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DecompositionVarianceStandard Dev. 1. Specific Risk36.80 Common Factor 2. Indexes18.41 3. Industries193.24 4. 2xCOV(51.80) Total Common159.87 Total Risk196.67
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Systematic-Residual Risk Systematic Risk (Market Timing) - risk associated with market portfolio Residual Risk – risk of component uncorrelated with the market portfolio Select (settings window) –Market: S&P500 –Benchmark: none
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Total Risk Systematic* Risk Residual Risk Residual Common Specific Risk *Market Timing Risk
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DecompositionVarianceStandard Dev. 1. Residual Specific Risk32.74 Residual Common Factor 2. Indexes5.57 3. Industries7.13 4. 2xCOV(2.34) 5. Total Residual Common10.38 6. Total Residual43.11 7. Systematic 8. Total Risk 153.56 196.67
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Active Risk Decomposition Benchmark risk – risk associated with benchmark Active risk – risk associated with deviations from benchmark Select – market: none – benchmark: S&P500
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Total Risk Benchmark Risk Active Risk* Active Common Specific Risk *Tracking error. Variances do not add
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