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In the portfolio model the investor looks at individual assets only in terms of their contributions to the expected value and dispersion, or risk, of his portfolio return. With normal return distributions the risk of port- folio p is measured by the standard deviation, o(g,), of its return, Epl2 and the risk of an asset for an investor who holds p is the contribution of the asset to o(E,). If x,, is the proportion of portfolio funds invested in N N asset i, o,, =cov(R,, R,) is the covariance between the returns on assets i and j, and N is the number of assets, then
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