Assessing and valuing the nonlinear structure of hedge fund returns

B-Tier
Journal: Journal of Applied Econometrics
Year: 2011
Volume: 26
Issue: 2
Pages: 193-212

Authors (2)

Antonio Diez De Los Rios (not in RePEc) René Garcia (Université de Montréal)

Score contribution per author:

1.005 = (α=2.01 / 2 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

Several studies have put forward that hedge fund returns exhibit a nonlinear relationship with equity market returns, captured either through constructed portfolios of traded options or piece-wise linear regressions. This paper provides a statistical methodology to unveil such nonlinear features with respect to returns on benchmark risk portfolios. We estimate a portfolio of options that best approximates the returns of a given hedge fund, account for this search in the statistical testing of the nonlinearity, and provide a reliable test for a positive valuation of the fund. We find that not all fund categories exhibit significant nonlinearities, and that only a few strategies provide significant value to investors. Our methodology helps identify individual funds that provide value in an otherwise poorly performing category. Copyright (C) 2010 John Wiley & Sons, Ltd.

Technical Details

RePEc Handle
repec:wly:japmet:v:26:y:2011:i:2:p:193-212
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25