Diversification, volatility, and surprising alpha

Banner, A., Fernholz, R., Papathanakos, V., Ruf, J.ORCID logo & Schofield, D. (2019). Diversification, volatility, and surprising alpha. Journal of Investment Consulting, 19(1), 23 - 30.
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It has been widely observed that capitalization-weighted indexes can be beaten by surprisingly simple, systematic investment strategies. Indeed, in the U.S. stock market, equal-weighted portfolios, random-weighted portfolios, and other na¨ive, nonoptimized portfolios tend to outperform a capitalization-weighted index over the long term. This outperformance is generally attributed to beneficial factor exposures. Here, we provide a deeper, more general explanation of this phenomenon by decomposing portfolio log-returns into an average growth and an excess growth component. Using a rank-based empirical study we argue that the excess growth component plays the major role in explaining the outperformance of na¨ive portfolios. In particular, individual stock growth rates are not as critical as is traditionally assumed.

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