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The Origins of the Factor Zoo: Investors Weakly Substitute Across Stocks

Aditya Chaudhry, Carter Davis·2026

Factor investing in equities, studied by Chaudhry and Davis in 2026. The abstract mentions a Sharpe ratio but not a benchmark, an out-of-sample test, transaction costs, multiple testing or the size of the universe.

“Moreover, weak substitution rationalizes why equilibrium Sharpe ratios remain moderate even though weak factors contribute to expected returns.”

AssetEquitiessingle stocks
StrategyFactor investingmachine learning
ClaimSharpe ratio

Missing from abstract: benchmark, out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodFactor investing by year
■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets200020052010152015131620201632This paper2026■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets2000200520101520151316202032This paper2026
The family is counted across the whole universe. Asset, method and authors are counted inside the family.
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