A Bernstein Inequality For Spatial Lattice Processes
Statistics Theory
2017-12-06 v2 Probability
Statistics Theory
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.
Cite
@article{arxiv.1702.02023,
title = {A Bernstein Inequality For Spatial Lattice Processes},
author = {Eduardo Valenzuela-Domínguez and Johannes T. N. Krebs and Jürgen E. Franke},
journal= {arXiv preprint arXiv:1702.02023},
year = {2017}
}
Comments
9 pages