英国共同基金业绩中的虚假发现

False Discoveries in UK Mutual Fund Performance

European Financial Management · 2010
被引 49
人大 A-ABS 3

中文导读

使用多重假设检验框架估算英国股票型共同基金的虚假发现率,发现真正跑赢基准的基金仅约3.7%,而跑输的基金占22%,且赢家基金无业绩持续性。

Abstract

Abstract We use a multiple hypothesis testing framework to estimate the false discovery rate (FDR) amongst UK equity mutual funds. Using all funds, we find a relatively high FDR for the best funds of 32.8% (at a 5% significance level), which implies that only around 3.7% of all funds truly outperform their benchmarks. For the worst funds the FDR is relatively small at 7.6% which results in 22% of funds which truly underperform their benchmarks. For different investment styles, this pattern of very few genuine winner funds is repeated for all companies, small companies and equity income funds. Forming portfolios of funds recursively for which the FDR is controlled at a ‘acceptable’ value, produces no performance persistence for positive alpha funds and weak evidence of persistence for negative alpha funds.

英国共同基金多重假设检验错误发现率基金业绩