Portfolio Theory: From Markowitz to Michaud

This timeline shows the evolution of the Portfolio Theory.

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The evolution of the Portfolio Theory from Harry Markowitz to Richard and Robert Michaud’s Resampled Efficiency.

1952

Published in the Journal of Finance, Harry Markowitz’s seminal paper “Portfolio Selection” lays the foundation for Modern Portfolio Theory.

1959

Markowitz fleshes out MPT in his book Portfolio Selection: Efficient Diversification of Investments, which introduces mean semivariance, a method of estimating downside risk.

1962

Jack Treynor, a researcher at Boston-based consulting firm Arthur D. Little, writes an unpublished paper outlining the capital asset pricing model. CAPM calculates the expected return on an asset or portfolio by distinguishing between market risk and idiosyncratic, or diversifiable, risk.

1964

William Sharpe publishes a paper on CAPM. Two years later the then–University of Washington professor unveils the Sharpe ratio, a formula for measuring risk-adjusted returns.

1965

Independent of Sharpe and Treynor, Harvard Business School professor John Lintner comes out with his own version of CAPM.

1972

University of Chicago finance professor Fischer Black develops the zero-beta CAPM, which calls for a portfolio that is uncorrelated with the market.

1976

Stephen Ross, an economics and finance professor at the Wharton School of the University of Pennsylvania, invents arbitrage pricing theory. Unlike CAPM, APT links asset prices to inflation and a host of other factors.

1986

In a ten-year study of 91 big pension funds published in the Financial Analysts Journal, Chicago money manager Gary Brinson and co-authors L. Randolph Hood and Gilbert Beebower find that asset allocation explains as much as 94 percent of long-term institutional return variations.

1987

San Francisco State University finance professor Frank Sortino leads the development of a set of algorithms dubbed Postmodern Portfolio Theory. PMPT includes the Sortino ratio, which adjusts estimated returns for downside risk.

1990

At Goldman, Sachs & Co. in New York, Fischer Black and quant Robert Litterman create a new asset allocation model. The Black-Litterman model allows investors to combine CAPM-expected returns with their own market views.

1993

With their “three-factor” asset pricing model, University of Chicago finance professor Eugene Fama and Dartmouth College finance professor Kenneth French incorporate small-cap and value stocks into CAPM.

1999

Richard and Robert Michaud of Boston’s New Frontier Advisors patent Resampled Efficiency, a statistical method of optimizing portfolios to weather a wide range of market conditions.

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