Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)

均值带有变点的相依误差的自回归时间序列,在单位根假设条件下,自回归系数的正则化估计及其F统计量的极限分布可以表示成Wiener过程的泛函,其形式包含了变点前后的两个均值μ1和μ2.正则化估计的收敛速度在均值变点的影响下,达到Op(T-3/2)(其中T是样本容量 ).当μ1和μ2未知时,采用的最小二乘估计对这两个参数进行估计,其估计量μ1和µ2具有相合性....

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Main Authors: YANGXiao-rong(杨晓蓉), ZHANGLi-xin(张立新)
Format: Article
Language:zho
Published: Zhejiang University Press 2008-11-01
Series:Zhejiang Daxue xuebao. Lixue ban
Subjects:
Online Access:https://doi.org/10.3785/j.issn.1008-9497.2008.06.005
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author YANGXiao-rong(杨晓蓉)
ZHANGLi-xin(张立新)
author_facet YANGXiao-rong(杨晓蓉)
ZHANGLi-xin(张立新)
author_sort YANGXiao-rong(杨晓蓉)
collection DOAJ
description 均值带有变点的相依误差的自回归时间序列,在单位根假设条件下,自回归系数的正则化估计及其F统计量的极限分布可以表示成Wiener过程的泛函,其形式包含了变点前后的两个均值μ1和μ2.正则化估计的收敛速度在均值变点的影响下,达到Op(T-3/2)(其中T是样本容量 ).当μ1和μ2未知时,采用的最小二乘估计对这两个参数进行估计,其估计量μ1和µ2具有相合性.
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spelling doaj.art-1aa237e7d20249e99a261fa58d4325592024-03-29T01:58:26ZzhoZhejiang University PressZhejiang Daxue xuebao. Lixue ban1008-94972008-11-0135661461710.3785/j.issn.1008-9497.2008.06.005Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)YANGXiao-rong(杨晓蓉)0ZHANGLi-xin(张立新)1 1.Department of Mathematics, Zhejiang University, Hangzhou 310027, China( 1.浙江大学数学系,浙江 杭州 310027) 1.Department of Mathematics, Zhejiang University, Hangzhou 310027, China( 1.浙江大学数学系,浙江 杭州 310027)均值带有变点的相依误差的自回归时间序列,在单位根假设条件下,自回归系数的正则化估计及其F统计量的极限分布可以表示成Wiener过程的泛函,其形式包含了变点前后的两个均值μ1和μ2.正则化估计的收敛速度在均值变点的影响下,达到Op(T-3/2)(其中T是样本容量 ).当μ1和μ2未知时,采用的最小二乘估计对这两个参数进行估计,其估计量μ1和µ2具有相合性.https://doi.org/10.3785/j.issn.1008-9497.2008.06.005单位根均值变点dickey-fuller检验统计量f统计量wiener过程
spellingShingle YANGXiao-rong(杨晓蓉)
ZHANGLi-xin(张立新)
Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
Zhejiang Daxue xuebao. Lixue ban
单位根
均值变点
dickey-fuller检验统计量
f统计量
wiener过程
title Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
title_full Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
title_fullStr Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
title_full_unstemmed Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
title_short Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift(含均值变点时相依误差时间序列的Dickey-Fuller单位根统计量的极限分布)
title_sort limit distribution of dickey fuller unit root test statistics with dependent residuals and a mean shift 含均值变点时相依误差时间序列的dickey fuller单位根统计量的极限分布
topic 单位根
均值变点
dickey-fuller检验统计量
f统计量
wiener过程
url https://doi.org/10.3785/j.issn.1008-9497.2008.06.005
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