1989Financial Analysts JournalRequires access

Portfolio Optimization: A Primer

Lawrence S. Speidell, Deborah Miller, James R. Ullman

Open publisher page 7 citations

Abstract

Portfolio optimization is a procedure for measuring and controlling portfolio risk and expected return. At its simplest, portfolio optimization is basically diversificationreducing portfolio risk by combining assets whose specific risks offset each other. But optimization usually also takes into consideration the correlations between assets-the extent to which their prices tend to move together. By combining stocks in different groups whose price moves tend to complement one another, an optimizer can build a portfolio that offers the highest level of return for each level of risk. Of course, the optimal portfolio for a given client will depend upon the client's perception of risk. Risk should thus be measured relative to the index the client uses as a performance benchmark. This may be the S&P 500, the Value Line Index or a normal portfolio/constructed to typify a particular investment style. The degree to which the actual portfolio differs from the benchmark determines the portfolio's risk. The riskier the portfolio, the higher the return it should achieve over the long term.

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Portfolio optimization is a procedure for measuring and controlling portfolio risk and expected return. At its simplest, portfolio optimization is basically diversificationreducing portfolio risk by combining assets whose specific risks offset each other. But optimization usually also takes into consideration the correlations between assets-the extent to which their prices tend to move together. By combining stocks in different groups whose price moves tend to complement one another, an optimizer can build a portfolio that offers the highest level of return for each level of risk. Of course, the optimal portfolio for a given client will depend upon the client's perception of risk. Risk should thus be measured relative to the index the client uses as a performance benchmark. This may be the S&P 500, the Value Line Index or a normal portfolio/constructed to typify a particular investment style. The degree to which the actual portfolio differs from the benchmark determines the portfolio's risk. The riskier the portfolio, the higher the return it should achieve over the long term.

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Available abstract

Portfolio optimization is a procedure for measuring and controlling portfolio risk and expected return. At its simplest, portfolio optimization is basically diversificationreducing portfolio risk by combining assets whose specific risks offset each other. But optimization usually also takes into consideration the correlations between assets-the extent to which their prices tend to move together. By combining stocks in different groups whose price moves tend to complement one another, an optimizer can build a portfolio that offers the highest level of return for each level of risk. Of course, the optimal portfolio for a given client will depend upon the client's perception of risk. Risk should thus be measured relative to the index the client uses as a performance benchmark. This may be the S&P 500, the Value Line Index or a normal portfolio/constructed to typify a particular investment style. The degree to which the actual portfolio differs from the benchmark determines the portfolio's risk. The riskier the portfolio, the higher the return it should achieve over the long term.

Key concepts: Portfolio, Portfolio optimization, Rate of return on a portfolio, Post-modern portfolio theory, Replicating portfolio, Modern portfolio theory, Econometrics, Black–Litterman model

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