PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Edge corrected non-parametric intensity function estimators for heterogeneous Poisson point processes
M.N.M. van Lieshout
(2007) EURANDOM, Eindhoven.

Abstract

We introduce a non-parametric mass preserving estimator for the intensity function of a Poisson point process. The new estimator's (integrated) mean squared error is compared to that of the classic Berman--Diggle estimator, both pointwise and cumulatively.

EPrint Type:Other
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:3069
Deposited By:Marie-Colette van Lieshout
Deposited On:29 November 2007