FUNCTIONAL LIMIT THEOREMS IN HOLDER SPACE FOR RESIDUALS OF NEARLY NONSTATIONARY AR (1) PROCESS

被引:1
作者
Markeviciute, Jurgita [1 ]
机构
[1] Vilnius Univ, Fac Math & Informat, Naugarduko Str 24, LT-03225 Vilnius, Lithuania
来源
PROBABILITY AND MATHEMATICAL STATISTICS-POLAND | 2017年 / 37卷 / 01期
关键词
Nearly nonstationary process; residuals; Holderian functional limit theorems; epidemic change; PARTIAL SUM PROCESSES; AUTOREGRESSIVE PROCESSES; LINEAR-PROCESSES; EPIDEMIC CHANGE; CONVERGENCE; STATISTICS; REGRESSION; SEQUENCES; MODELS; NORM;
D O I
10.19195/0208-4147.37.1.7
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 investigate the polygonal line process built on the residuals of the first order nearly nonstationary autoregressive process. We prove functional limit theorems in Holder space in two cases: the autoregressive coefficient phi(n) is defined as e(gamma/n) , gamma < 0 is a constant, and phi(n) is defined as 1 - gamma(n) / n, gamma(n) -> infinity, and gamma(n) / n tends to zero as n -> infinity. Also we discuss some applications of these functional limit theorems in epidemic change detection.
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页码:163 / 183
页数:21
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