English

Necessary and sufficient conditions for realizability of point processes

Probability 2011-08-23 v2 Mathematical Physics math.MP

Abstract

We give necessary and sufficient conditions for a pair of (generalized) functions ρ1(r1)\rho_1(\mathbf{r}_1) and ρ2(r1,r2)\rho_2(\mathbf{r}_1,\mathbf{r}_2), riX\mathbf{r}_i\in X, to be the density and pair correlations of some point process in a topological space XX, for example, Rd\mathbb {R}^d, Zd\mathbb {Z}^d 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 XX. Without this restriction we obtain, for compact XX, 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 XX 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)