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Journal of Financial and Quantitative Analysis Vol. 59 No. 3 2024

Anomaly Discovery and Arbitrage Trading

Xi Dong1; Qi Liu2; Lei Lu3; Bo Sun4; Hongjun Yan5

1 Baruch College · 2 Peking University · 3 University of Manitoba · 4 University of Virginia · 5 DePaul University

open access

Abstract

We analyze a model in which an anomaly is unknown to arbitrageurs until its discovery, and test the model implications on both asset prices and arbitrageurs’ trading activities. Using data on 99 anomalies documented in the existing literature, we find that the discovery of an anomaly reduces the correlation between the returns of its decile-1 and decile-10 portfolios. This discovery effect is stronger if the aggregate wealth of hedge funds is more volatile. Finally, hedge funds increase (reverse) their positions in exploiting anomalies when their aggregate wealth increases (decreases), further suggesting that these discovery effects operate through arbitrage trading.

DOI
10.1017/s0022109023000145
Volume
59
Issue
3
Pages
933-955
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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