Bounds to the normal for proximity region graphs
Probability
2019-09-25 v3
Abstract
In a proximity region graph in , two distinct points of a point process are connected when the 'forbidden region' these points determine has empty intersection with . The Gabriel graph, where is the open disc with diameter the line segment connecting and , is one canonical example. When is a Poisson or binomial process, under broad conditions on the regions , bounds on the Kolmogorov and Wasserstein distances to the normal are produced for functionals of , including the total number of edges and the total length. Variance lower bounds, not requiring strong stabilization, are also proven to hold for a class of such functionals.
Keywords
Cite
@article{arxiv.1510.09188,
title = {Bounds to the normal for proximity region graphs},
author = {Larry Goldstein and Tobias Johnson and Raphaël Lachièze-Rey},
journal= {arXiv preprint arXiv:1510.09188},
year = {2019}
}
Comments
33 pages; changes in response to referees' comments