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Journal of Financial and Quantitative Analysis Vol. 48 No. 4 2013

Hedge Fund Return Predictability Under the Magnifying Glass

Doron Avramov; Laurent Barras; Robert Kosowski

Abstract

This paper develops a unified approach to comprehensively analyze individual hedge fund return predictability, both in and out of sample. In sample, we find that variation in hedge fund performance across changing market conditions is widespread and economically significant. The predictability pattern is consistent with economic rationale, and largely reflects differences in key hedge fund characteristics, such as leverage or capacity constraints. Out of sample, we show that a simple strategy that combines the funds’ return forecasts obtained from individual predictors delivers superior performance. We exploit this simplicity to highlight the drivers of this performance, and find that in- and out-of-sample predictability are closely related.

DOI
10.1017/s0022109013000422
Volume
48
Issue
4
Pages
1057-1083
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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