A covariate-dependent Cholesky decomposition for high-dimensional covariance regression

Rakheon Kim, Emma Jingfei Zhang

Estimation of covariance matrices is a fundamental problem in multivariate statistics. Recently, growing efforts have focused on incorporating covariate effects into these matrices…