Detection of structural breaks in linear dynamic panel data models

被引:44
|
作者
De Wachter, Stefan [1 ]
Tzavalis, Elias [2 ]
机构
[1] Univ Oxford, Dept Econ, Oxford OX1 3UQ, England
[2] Athens Univ Econ & Business, Dept Econ, Athens 10434, Greece
关键词
Panel data; Structural breaks; Break detection; MOMENT SELECTION PROCEDURES; OIL-PRICE SHOCK; GREAT CRASH; TESTS; COINTEGRATION; RESTRICTIONS; PARAMETER;
D O I
10.1016/j.csda.2012.02.025
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A break detection testing procedure for the well-known AR(p) linear panel data model with exogenous or pre-determined regressors is developed. The proposed method can accommodate a structural break in the slope parameters as well as in the fixed effects. Breaks in the latter are not constrained by any type of cross-sectional homogeneity and are allowed to be correlated with all past information. Monte Carlo simulations indicate that the test performs satisfactorily even in the type of panel datasets with short time-dimension often encountered in practice. As an empirical illustration, the paper implements the test to detect the effects of the 1997 Asian crisis on the investment decisions of Asian companies. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:3020 / 3034
页数:15
相关论文
共 50 条
  • [1] Heterogeneous structural breaks in panel data models
    Okui, Ryo
    Wang, Wendun
    [J]. JOURNAL OF ECONOMETRICS, 2021, 220 (02) : 447 - 473
  • [2] Panel Data Models With Interactive Fixed Effects and Multiple Structural Breaks
    Li, Degui
    Qian, Junhui
    Su, Liangjun
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2016, 111 (516) : 1804 - 1819
  • [3] GQL estimation in linear dynamic models for panel data
    Sun, Bingrui
    Sutradhar, Brajendra C.
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2013, 83 (03) : 568 - 580
  • [4] Farmland prices, structural breaks and panel data
    Gutierrez, Luciano
    Westerlund, Joakim
    Erickson, Kenneth
    [J]. EUROPEAN REVIEW OF AGRICULTURAL ECONOMICS, 2007, 34 (02) : 161 - 179
  • [5] STRUCTURAL BREAKS IN DEPENDENT, HETEROSCEDASTIC, AND EXTREMAL PANEL DATA
    Maciak, Matus
    Pestova, Barbora
    Pesta, Michal
    [J]. KYBERNETIKA, 2018, 54 (06) : 1106 - 1121
  • [6] Determination of the Number of Breaks in Heterogeneous Panel Data Models
    Wang, Lu
    Hu, Shuke
    [J]. STUDIES IN NONLINEAR DYNAMICS AND ECONOMETRICS, 2024,
  • [7] Testing for structural breaks in dynamic factor models
    Breitung, Joerg
    Eickmeier, Sandra
    [J]. JOURNAL OF ECONOMETRICS, 2011, 163 (01) : 71 - 84
  • [8] A Fluctuation Test for Structural Change Detection in Heterogeneous Panel Data Models
    Li, Fuxiao
    Xiao, Yanting
    Chen, Zhanshou
    [J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2024, 37 (03) : 1184 - 1208
  • [9] A Fluctuation Test for Structural Change Detection in Heterogeneous Panel Data Models
    LI Fuxiao
    XIAO Yanting
    CHEN Zhanshou
    [J]. Journal of Systems Science & Complexity, 2024, 37 (03) : 1184 - 1208
  • [10] A Fluctuation Test for Structural Change Detection in Heterogeneous Panel Data Models
    Fuxiao Li
    Yanting Xiao
    Zhanshou Chen
    [J]. Journal of Systems Science and Complexity, 2024, 37 : 1184 - 1208