Wasserstein and Convex Gaussian Approximations for Non-stationary Time Series of Diverging Dimensionality

Miaoshiqi Liu, Jun Yang, Zhou Zhou

In high-dimensional time series analysis, Gaussian approximation (GA) schemes under various distance measures or on various collections of subsets of the Euclidean space play a fun…