A Bernstein Inequality For Spatial Lattice Processes
arXiv:1702.02023
Abstract
In this article we present a Bernstein inequality for sums of random variables which are defined on a spatial lattice structure. The inequality can be used to derive concentration inequalities. It can be useful to obtain consistency properties for nonparametric estimators of conditional expectation functions.
9 pages