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      Performance v. Turnover: A Story by 4,000 Alphas

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          Abstract

          We analyze empirical data for 4,000 real-life trading portfolios (U.S. equities) with holding periods of about 0.7-19 trading days. We find a simple scaling C ~ 1/T, where C is cents-per-share, and T is the portfolio turnover. Thus, the portfolio return R has no statistically significant dependence on the turnover T. We also find a scaling R ~ V^X, where V is the portfolio volatility, and the power X is around 0.8-0.85 for holding periods up to 10 days or so. To our knowledge, this is the only publicly available empirical study on such a large number of real-life trading portfolios/alphas.

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          Author and article information

          Journal
          2015-09-27
          2016-03-21
          Article
          1509.08110
          c8820c98-82df-4861-9e0a-6271f042f83e

          http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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          Custom metadata
          The Journal of Investment Strategies 5(2) (2016) 75-89, Invited Investment Strategy Forum Paper
          17 pages; 2 trivial typos fixed
          q-fin.PM

          Portfolio management
          Portfolio management

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