A factor-based risk model for multifactor investment strategies

被引:1
|
作者
Abergel, Frederic [1 ]
Bellone, Benoit [1 ]
Soupe, Francois [1 ]
机构
[1] BNP Paribas Asset Management, Quantitat Res Grp, 14 Rue Bergere, F-75009 Paris, France
来源
JOURNAL OF RISK | 2022年 / 24卷 / 04期
关键词
risk model; factor investing; multifactor strategies; cross-sectional regression; port-folio construction; RETURNS;
D O I
10.21314/JOR.2022.027
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper presents a novel, practical approach to risk management for multi-factor equity investment strategies. Our approach lies in the construction of a cross-sectional risk model using the stock return betas and a small number of style factors and macro-sector indicator functions as explanatory variables in a cross-sectional regression. The model leads to a covariance structure that incorporates in an intuitive fashion both the stocks' characteristics and good conditioning properties that lead to robust optimization problems. Various portfolio constructions are analyzed in detail, and some concrete examples are provided.
引用
收藏
页码:1 / 22
页数:22
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