Estimation of the mean measure density of a discrete random measure through associated sequences of observations

被引:0
|
作者
Ferrieux, D [1 ]
机构
[1] Univ Montpellier 2, Lab Probab & Stat, F-34095 Montpellier 05, France
关键词
random measure; kernel estimator; association; mean measure;
D O I
10.1080/02331889908802688
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
To estimate the density f of the mean measure of a discrete random measure eta, the sequence (eta(n))(n is an element of N) of the observed random measures is usually supposed to be independent. In this paper, that sequence is associated: this definition is a particular case of association of probability measure on a partially ordered Polish space (Lindqvist) [18]). The kernel estimator of f converges in probability and almost surely, pointwise and uniformly, under second-order moment conditions on eta(n) and on the sequence (h(n)) of the window-widths of the estimator.
引用
收藏
页码:129 / 152
页数:24
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