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Model Comparison with Transaction Costs

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  • ANDREW DETZEL
  • ROBERT NOVY‐MARX
  • MIHAIL VELIKOV

Abstract

Failing to account for transaction costs materially impacts inferences drawn when evaluating asset pricing models, biasing tests in favor of those employing high‐cost factors. Ignoring transaction costs, Hou, Xue, and Zhang (2015, Review of Financial Studies, 28, 650–705) q‐factor model and Barillas and Shanken (2018, The Journal of Finance, 73, 715–754) six‐factor models have high maximum squared Sharpe ratios and small alphas across 205 anomalies. They do not, however, come close to spanning the achievable mean‐variance efficient frontier. Accounting for transaction costs, the Fama and French (2015, Journal of Financial Economics, 116, 1–22; 2018, Journal of Financial Economics, 128, 234–252) five‐factor model has a significantly higher squared Sharpe ratio than either of these alternative models, while variations employing cash profitability perform better still.

Suggested Citation

  • Andrew Detzel & Robert Novy‐Marx & Mihail Velikov, 2023. "Model Comparison with Transaction Costs," Journal of Finance, American Finance Association, vol. 78(3), pages 1743-1775, June.
    • Handle: RePEc:bla:jfinan:v:78:y:2023:i:3:p:1743-1775
    DOI: 10.1111/jofi.13225
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    References listed on IDEAS

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