均值方差有效组合权重估计中的抽样误差

The Sampling Error in Estimates of Mean‐Variance Efficient Portfolio Weights

Journal of Finance · 1999
被引 485
人大 A+FT50UTD24ABS 4*

中文导读

提出一种精确有限样本统计方法,用于检验均值方差有效组合权重的假设,发现全球有效组合权重的估计存在较大抽样误差。

Abstract

This paper presents an exact finite‐sample statistical procedure for testing hypotheses about the weights of mean‐variance efficient portfolios. The estimation and inference procedures on efficient portfolio weights are performed in the same way as for the coefficients in an OLS regression. OLS t ‐ and F ‐statistics can be used for tests on efficient weights, and when returns are multivariate normal, these statistics have exact t and F distributions in a finite sample. Using 20 years of data on 11 country stock indexes, we find that the sampling error in estimates of the weights of a global efficient portfolio is large.

均值-方差有效组合组合权重抽样误差精确有限样本推断