High-Dimensional Distributionally Robust Mean-Variance Efficient Portfolio Selection

This paper introduces a novel distributionally robust mean-variance portfolio estimator based on the projection robust Wasserstein (PRW) distance. This approach addresses the issue of increasing conservatism of portfolio allocation strategies due to high-dimensional data. Our simulation results show...

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Bibliographic Details
Main Authors: Zhonghui Zhang, Huarui Jing, Chihwa Kao
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/5/1272