Gaussian approximation and spatially dependent wild bootstrap for high-dimensional spatial data

Daisuke Kurisu, Kengo Kato, Xiaofeng Shao

In this paper, we establish a high-dimensional CLT for the sample mean of $p$-dimensional spatial data observed over irregularly spaced sampling sites in ${\mathbb{R}}^d$, allowing t…