The Cross-Section of Risk and Returns

被引:37
|
作者
Daniel, Kent [1 ,2 ]
Mota, Lira [1 ]
Rottke, Simon [3 ]
Santos, Tano [1 ,2 ]
机构
[1] Columbia Business Sch, 3022 Broadway, New York, NY 10027 USA
[2] NBER, Cambridge, MA 02138 USA
[3] Univ Amsterdam, Amsterdam, Netherlands
来源
REVIEW OF FINANCIAL STUDIES | 2020年 / 33卷 / 05期
关键词
NONLINEAR SHRINKAGE; COVARIANCE-MATRIX; ASSET; EXPLANATIONS; PERFORMANCE; SELECTION;
D O I
10.1093/rfs/hhaa021
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
A common practice in the finance literature is to create characteristic portfolios by sorting on characteristics associated with average returns. We show that the resultant portfolios are likely to capture not only the priced risk associated with the characteristic but also unpriced risk. We develop a procedure to remove this unpriced risk using covariance information estimated from past returns. We apply our methodology to the five Fama-French characteristic portfolios. The squared Sharpe ratio of the optimal combination of the resultant characteristic-efficient portfolios is 2.13, compared with 1.17 for the original characteristic portfolios.
引用
收藏
页码:1927 / 1979
页数:53
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