27 Pages Posted: 23 Feb 2000
Date Written: December 1999
Since hedge funds specify significant lockup periods, we investigate persistence in the performance of hedge funds using a multi-period framework in which the likelihood of observing persistence by chance is lower than that in the traditional two-period framework. Under the null hypothesis of no manager skill (no persistence), the theoretical distribution of observing wins or losses follows a binomial distribution. We test this hypothesis using the traditional two-period framework and compare the findings with the results obtained using our multi-period framework. We examine whether persistence is sensitive to the length of return measurement intervals by using quarterly, half-yearly and yearly returns. We find maximum persistence at quarterly horizon indicating that persistence among hedge fund managers is short-term in nature. It decreases as one moves to yearly returns and this finding is not sensitive to whether returns are calculated on a pre- or post-fee basis suggesting that the intra-year persistence finding is not driven by the way performance fees are imputed. The level of persistence in the multi-period framework is considerably smaller than that in the two-period framework with virtually no evidence of persistence using yearly returns under the multi-period framework. Finally persistence, whenever present, seems to be unrelated to whether the fund took directional bets or not.
Notes: This abstract was published in Capital Markets Abstracts: Asset Pricing and Valuation Vol #3, Issue #8, 03/01/2000, with an outdated abstract - it is now correct. SSRN regrets the error.
JEL Classification: G11, G15
Suggested Citation: Suggested Citation
Agarwal, Vikas and Naik, Narayan Y., Multi-Period Performance Persistence Analysis of Hedge Funds (December 1999). Available at SSRN: https://ssrn.com/abstract=190389 or http://dx.doi.org/10.2139/ssrn.190389
By Andrew Ang