Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5096751 | Journal of Econometrics | 2010 | 14 Pages |
Abstract
In this paper, we derive two shrinkage estimators for minimum-variance portfolios that dominate the traditional estimator with respect to the out-of-sample variance of the portfolio return. The presented results hold for any number of assets dâ¥4 and number of observations nâ¥d+2. The small-sample properties of the shrinkage estimators as well as their large-sample properties for fixed d but nââ and n,dââ but n/dâqâ¤â are investigated. Furthermore, we present a small-sample test for the question of whether it is better to completely ignore time series information in favor of naive diversification.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Gabriel Frahm, Christoph Memmel,