Couplings for determinantal point processes and their reduced Palm distributions with a view to quantifying repulsiveness
Probability
2020-10-06 v6
Abstract
For a determinantal point process with a kernel whose spectrum is strictly less than one, Andr{\'e} Goldman has established a coupling to its reduced Palm process at a point with so that almost surely is obtained by removing a finite number of points from . We sharpen this result, assuming weaker conditions and establishing that can be obtained by removing at most one point from , where we specify the distribution of the difference . This is used for discussing the degree of repulsiveness in DPPs in terms of , including Ginibre point processes and other specific parametric models for DPPs.
Keywords
Cite
@article{arxiv.1806.07347,
title = {Couplings for determinantal point processes and their reduced Palm distributions with a view to quantifying repulsiveness},
author = {Jesper Møller and Eliza O'Reilly},
journal= {arXiv preprint arXiv:1806.07347},
year = {2020}
}
Comments
18 pages