Detection of a change-point in student-t linear regression models

被引:0
|
作者
Felipe Osorio
Manuel Galea
机构
[1] Universidad de Valparaíso,Departamento de Estadística
[2] Universidad de Valparaíso,Departamento de Estadística
来源
Statistical Papers | 2006年 / 47卷
关键词
Change-point; Student-t model; regression model; Schwarz information criterion;
D O I
暂无
中图分类号
学科分类号
摘要
In this work the Schwarz Inforamtion Criterion (SIC) is used in order to locate a change-point in linear regression models with independent errors distributed according to the Student-t distribution. The methodology is applied to data sets from the financial area.
引用
收藏
页码:31 / 48
页数:17
相关论文
共 50 条
  • [1] Detection of a change-point in student-t linear regression models
    Osorio, F
    Galea, M
    [J]. STATISTICAL PAPERS, 2006, 47 (01) : 31 - 48
  • [2] Online Change-Point Detection of Linear Regression Models
    Geng, Jun
    Zhang, Bingwen
    Huie, Lauren M.
    Lai, Lifeng
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2019, 67 (12) : 3316 - 3329
  • [3] Influence diagnostics for Student-t censored linear regression models
    Massuia, Monique B.
    Barbosa Cabral, Celso Romulo
    Matos, Larissa A.
    Lachos, Victor H.
    [J]. STATISTICS, 2015, 49 (05) : 1074 - 1094
  • [4] Multiple change-point analysis for linear regression models
    Loschi, Rosangela H.
    Pontel, Jeanne G.
    Cruz, Frederico R. B.
    [J]. CHILEAN JOURNAL OF STATISTICS, 2010, 1 (02): : 93 - 112
  • [5] Student-t Process Regression with Student-t Likelihood
    Tang, Qingtao
    Niu, Li
    Wang, Yisen
    Dai, Tao
    An, Wangpeng
    Cai, Jianfei
    Xia, Shu-Tao
    [J]. PROCEEDINGS OF THE TWENTY-SIXTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 2822 - 2828
  • [6] Limit theorems for change-point detection in nonparametric regression models
    Burke, M. D.
    [J]. ACTA SCIENTIARUM MATHEMATICARUM, 2007, 73 (3-4): : 865 - 882
  • [7] Retrospective detection of the change-point in some models of regression type
    Darkhovskii, BS
    [J]. THEORY OF PROBABILITY AND ITS APPLICATIONS, 1996, 40 (04) : 748 - 753
  • [8] Bayesian Analysis of Student t Linear Regression with Unknown Change-Point and Application to Stock Data Analysis
    Lin, Jin-Guan
    Chen, Ji
    Li, Yong
    [J]. COMPUTATIONAL ECONOMICS, 2012, 40 (03) : 203 - 217
  • [9] Bayesian Analysis of Student t Linear Regression with Unknown Change-Point and Application to Stock Data Analysis
    Jin-Guan Lin
    Ji Chen
    Yong Li
    [J]. Computational Economics, 2012, 40 : 203 - 217
  • [10] Student-t Process Regression with Dependent Student-t Noise
    Tang, Qingtao
    Wang, Yisen
    Xia, Shu-Tao
    [J]. ECAI 2016: 22ND EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, 285 : 82 - 89