Necessary and sufficient conditions for realizability of point processes
Abstract
We give necessary and sufficient conditions for a pair of (generalized) functions and , , to be the density and pair correlations of some point process in a topological space , for example, , or a subset of these. This is an infinite-dimensional version of the classical "truncated moment" problem. Standard techniques apply in the case in which there can be only a bounded number of points in any compact subset of . Without this restriction we obtain, for compact , strengthened conditions which are necessary and sufficient for the existence of a process satisfying a further requirement---the existence of a finite third order moment. We generalize the latter conditions in two distinct ways when is not compact.
Keywords
Cite
@article{arxiv.0910.1710,
title = {Necessary and sufficient conditions for realizability of point processes},
author = {Tobias Kuna and Joel L. Lebowitz and Eugene R. Speer},
journal= {arXiv preprint arXiv:0910.1710},
year = {2011}
}
Comments
Published in at http://dx.doi.org/10.1214/10-AAP703 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)