Central limit theorems for high dimensional dependent data

Jinyuan Chang, Xiaohui Chen, Mingcong Wu

Motivated by statistical inference problems in high-dimensional time series data analysis, we first derive non-asymptotic error bounds for Gaussian approximations of sums of high-d…