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Bayesian Alphas and Mutual Fund Persistence

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Author Info
JEFFREY A. BUSSE
PAUL J. IRVINE
Abstract

We use daily returns to compare the performance predictability of Bayesian estimates of mutual fund performance with standard frequentist measures. When the returns on passive nonbenchmark assets are correlated with fund holdings, incorporating histories of these returns produces a performance measure that predicts future performance better than standard measures do. Bayesian alphas based on the Capital Asset Pricing Model (CAPM) are particularly useful for predicting future standard CAPM alphas. Over our sample period, priors consistent with moderate to diffuse beliefs in managerial skill dominate more skeptical prior beliefs, a result that is consistent with investor cash flows. Copyright 2006 by The American Finance Association.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1540-6261.2006.01057.x
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Publisher Info
Article provided by American Finance Association in its journal The Journal of Finance.

Volume (Year): 61 (2006)
Issue (Month): 5 (October)
Pages: 2251-2288
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:bla:jfinan:v:61:y:2006:i:5:p:2251-2288

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  1. Javier Gil-Bazo & Pablo Ruiz-Verdu, 2006. "Yet Another Puzzle? The Relation Between Price And Performance In The Mutual Fund Industry," Business Economics Working Papers wb066519, Universidad Carlos III, Departamento de Economía de la Empresa. [Downloadable!]
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