Detection of random change point in one-parameter exponential families

被引:1
作者
Ghorbanzadeh, D
机构
[1] CNAM-Dept. Mathématiques, 75141 Paris Cedex 03, 292, Rue Saint Martin
关键词
D O I
10.1016/S0096-3003(95)00210-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider a sequence X(1), X(2),...,X(n) Of independent random variables which are susceptible to changing their distribution after the [ nT] first observations where T is a random variable of a distribution known with support in ]0,1[. The object of this work is to detect the eventual change of distribution - for that - we study the performance of a test based on the statistic of Log-likelihood. It shows that when the number of observations gets larger, the distribution of the statistic Log-likelihood behaves like that of an affine function of the Brownian motion; this allows, by using the concept of contiguity in the sense of LeCam, the evaluation of the asymptotic power function of the test.
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页码:167 / 177
页数:11
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