Testing for cross-sectional dependence in panel-data models

被引:729
|
作者
De Hoyos, Rafael E.
Sarafidis, Vasilis
机构
[1] Univ Sydney, Sydney, NSW 2006, Australia
[2] World Bank, Dev Prospects Grp, Washington, DC 20433 USA
来源
STATA JOURNAL | 2006年 / 6卷 / 04期
关键词
st0113; xtcsd; panel data; cross-sectional dependence;
D O I
10.1177/1536867X0600600403
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
This article describes a new Stata routine, xtcsd. to test for the presence of cross-sectional dependence in panels with many cross-sectional units and few time-series observations. The command executes three different testing procedures-namely, Friedman's (Journal of the American Statistical Association 32: 675-701) (FR) test statistic, the statistic proposed by Frees (.Journal of Econometrics 69: 393-414), and the cross-sectional dependence (CD) test of Pesaran (General diagnostic tests for cross-section dependence in panels [University of Cambridge, Faculty of Economics, Cambridge Working Papers in Economics, Paper No. 0435]). We illustrate the command with an empirical example.
引用
收藏
页码:482 / 496
页数:15
相关论文
共 50 条
  • [21] A nonlinear panel data model of cross-sectional dependence
    Kapetanios, George
    Mitchell, James
    Shin, Yongcheol
    JOURNAL OF ECONOMETRICS, 2014, 179 (02) : 134 - 157
  • [22] Testing for serial correlation in linear panel-data models
    Drukker, David M.
    STATA JOURNAL, 2003, 3 (02): : 168 - 177
  • [23] Nonparametric panel data regression with parametric cross-sectional dependence
    Soberon, Alexandra
    Rodriguez-Poo, Juan M.
    Robinson, Peter M.
    ECONOMETRICS JOURNAL, 2022, 25 (01): : 114 - 133
  • [24] Import demand in heterogeneous panel data with cross-sectional dependence
    Gregori, Tullio
    Giansoldati, Marco
    APPLIED ECONOMICS, 2020, 52 (05) : 443 - 458
  • [25] Testing for Panel Unit Roots under General Cross-sectional Dependence
    Holgersson, H. E. T.
    Mansson, K.
    Shukur, G.
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2016, 45 (05) : 1785 - 1801
  • [26] A feasible Spline-kernel estimate for short cross-sectional dependence panel data models
    Wu, Jian
    Wei, Huang
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2023, 52 (21) : 7555 - 7563
  • [27] Estimation for varying coefficient panel data model with cross-sectional dependence
    Hua Liu
    Youquan Pei
    Qunfang Xu
    Metrika, 2020, 83 : 377 - 410
  • [28] Estimation for varying coefficient panel data model with cross-sectional dependence
    Liu, Hua
    Pei, Youquan
    Xu, Qunfang
    METRIKA, 2020, 83 (03) : 377 - 410
  • [29] ON THE TESTING OF CORRELATED EFFECTS WITH PANEL-DATA
    ARELLANO, M
    JOURNAL OF ECONOMETRICS, 1993, 59 (1-2) : 87 - 97
  • [30] Limit theory for panel data models with cross sectional dependence and sequential exogeneity
    Kuersteiner, Guido M.
    Prucha, Ingmar R.
    JOURNAL OF ECONOMETRICS, 2013, 174 (02) : 107 - 126