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The Arbitrage Pricing Model Lecture XXVI
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A Single Factor Model Abstracting away from the specific form of the CAPM model, we posit a single factor model written as In this model, the random return on an investment z i is a linear function of some random factor f i and an idiosyncratic term i.
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Abstracting away from the idiosyncratic risk If the b i s of two assets are the same, then the a i s must be the same for an arbitrage free model. Suppose we are interested in forming a portfolio of two assets with different b i s, b i b j, b i 0, b j 0
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Computing the mean and variance of this portfolio yields
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Holding the variance of the portfolio equal to zero, we find
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Multifactor Models: Suppose that asset returns are generated by a two factor linear model: A portfolio of these assets then yields
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Again to minimize systematic risk If the portfolio is riskless, then it yields zero profit
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Given
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The matrix must be singular, or the first row must be a linear combination of the last two rows
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