Nearly optimal central limit theorem and bootstrap approximations in high dimensions

Victor Chernozhukov, Denis Chetverikov, Yuta Koike

In this paper, we derive new, nearly optimal bounds for the Gaussian approximation to scaled averages of $n$ independent high-dimensional centered random vectors $X_1,\dots ,X_n$ ov…