High-Dimensional Dynamic Covariance Models with Random Forests

Shuguang Yu, Fan Zhou, Yingjie Zhang +2

This paper introduces a novel nonparametric method for estimating high-dimensional dynamic covariance matrices with multiple conditioning covariates, leveraging random forests and…