Yue Li

Spatial Subsample Bootstraps for High-dimensional Spatial Data with Irregular Spacing

We develop a class of spatial subsample bootstrap (SSB) methods for high-dimensional spatial data observed at irregular locations.The proposed procedures approximate the distributions of high-dimensional spatial statistics under general spatial dependence without requiring regula...