KERNEL ESTIMATORS OF GENERAL RADON-NIKODYM DERIVATIVES

Citation
P. Jacob et Pe. Oliveira, KERNEL ESTIMATORS OF GENERAL RADON-NIKODYM DERIVATIVES, Statistics, 30(1), 1997, pp. 25-46
Citations number
22
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
02331888
Volume
30
Issue
1
Year of publication
1997
Pages
25 - 46
Database
ISI
SICI code
0233-1888(1997)30:1<25:KEOGRD>2.0.ZU;2-P
Abstract
Some problems of non parametric inference for point processes use simi lar techniques and produce similar results. The reason for this lies i n the fact that a large family of problems may be regarded in a unifie d way by defining suitable random measures. The object of this paper i s to study kernel estimators using this general approach to estimation . Although the very general setting we will find sufficient conditions for convergence in probability and almost surely, pointwise and unifo rmly, for the kernel estimator. Using this setting vie will also study the associated empirical process.