Open Access
2016 Brillinger mixing of determinantal point processes and statistical applications
Christophe A. N. Biscio, Frédéric Lavancier
Electron. J. Statist. 10(1): 582-607 (2016). DOI: 10.1214/16-EJS1116

Abstract

Stationary determinantal point processes are proved to be Brillinger mixing. This property is an important step towards asymptotic statistics for these processes. As an important example, a central limit theorem for a wide class of functionals of determinantal point processes is established. This result yields in particular the asymptotic normality of the estimator of the intensity of a stationary determinantal point process and of the kernel estimator of its pair correlation.

Citation

Download Citation

Christophe A. N. Biscio. Frédéric Lavancier. "Brillinger mixing of determinantal point processes and statistical applications." Electron. J. Statist. 10 (1) 582 - 607, 2016. https://doi.org/10.1214/16-EJS1116

Information

Received: 1 July 2015; Published: 2016
First available in Project Euclid: 4 March 2016

zbMATH: 06554158
MathSciNet: MR3471989
Digital Object Identifier: 10.1214/16-EJS1116

Keywords: inhibition , intensity , Kernel estimator , moment measures , pair correlation function , regularity

Rights: Copyright © 2016 The Institute of Mathematical Statistics and the Bernoulli Society

Vol.10 • No. 1 • 2016
Back to Top