ConvexPi

Anomaly Graveyard

217 equity factor anomalies tracked pre- and post-publication using the Open Source Asset Pricing dataset (Chen & Zimmermann 2022) plus the Kenneth French Data Library. Published factors attract capital that arbitrages away their returns — the McLean-Pontiff (2016) effect. All data is freely available; no licensed sources required.

6 Kenneth French flagship factors211 OSAP predictors (1926 – 2024)Updated June 18, 2026
alive≥ 0.5 OOS Sharpe
weakened0.2 – 0.5
faded0 – 0.2
dead≤ 0
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OSAP source: Chen, A. Y. & Zimmermann, T. (2022). Open Source Cross-Sectional Asset Pricing. Critical Finance Review, 11(2), 207–264. openassetpricing.com

Sharpe ratios are annualized from monthly long-short portfolio returns. IS (in-sample) = pre-publication period. OOS (out-of-sample) = post-publication period. Returns are gross of transaction costs and capacity constraints.

Not financial advice. Past factor performance does not guarantee future results.