A note on estimating the change-point of a gradually changing stochastic process

被引:17
作者
Aue, A [1 ]
Steinebach, J [1 ]
机构
[1] Univ Marburg, FB Math & Informat, D-35032 Marburg, Germany
关键词
gradual change; change-point; location model; weak invariance principle; Wiener process; limiting distribution; asymptotics;
D O I
10.1016/S0167-7152(01)00184-5
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
We consider an estimator of the change-point of a stochastic process satisfying some weak invariance principles. Making use of the known asymptotics of the approximating Wiener processes we derive various limiting distributions according to different orders of magnitude of the underlying change. The results take into account, but also extend those of Huskova (J. Statist. Plann. Infer. 76 (1999) 109-125), who studied a location model for gradual changes with independent, identically distributed (iid) errors. Aim of this note is to show that corresponding results hold also true in our more general setting. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:177 / 191
页数:15
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