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面板数据中方差渐变变点的最小二乘估计

刘鑫 赵文芝 薛义新

纺织高校基础科学学报2017,Vol.30Issue(3):357-363,7.
纺织高校基础科学学报2017,Vol.30Issue(3):357-363,7.DOI:10.13338/j.issn.1006-8341.2017.03.011

面板数据中方差渐变变点的最小二乘估计

The least squares estimation of gradual change point in variances of panel data

刘鑫 1赵文芝 1薛义新1

作者信息

  • 1. 西安工程大学理学院,陕西西安710048
  • 折叠

摘要

Abstract

In order to study the estimation problem of common gradual change point in variances of panel data,firstly,the gradual change problem in variances is transformed into the gradual change problem in means by squaring the centralized panel model.Secondly,the least squares estimator of the change in means of the transformed model is established,both the consistency and the convergence rate of the estimator are derived.Finally,the results of Monte Carlo are shown to support the argument.

关键词

面板数据/渐变变点/最小二乘估计

Key words

panel data/gradual change point/least squares estimation

分类

数理科学

引用本文复制引用

刘鑫,赵文芝,薛义新..面板数据中方差渐变变点的最小二乘估计[J].纺织高校基础科学学报,2017,30(3):357-363,7.

基金项目

国家自然科学基金青年基金资助项目(11201372) (11201372)

陕西省教育厅科学研究计划资助项目(2013JK0592) (2013JK0592)

纺织高校基础科学学报

OACSTPCD

1006-8341

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