Testing for cross-sectional dependence in panel-data models

被引:730
|
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
  • [1] Semiparametric trending panel data models with cross-sectional dependence
    Chen, Jia
    Gao, Jiti
    Li, Degui
    JOURNAL OF ECONOMETRICS, 2012, 171 (01) : 71 - 85
  • [2] Estimation of Partially Linear Panel Data Models with Cross-Sectional Dependence
    Bai Huang
    Yuying Sun
    Shouyang Wang
    Journal of Systems Science and Complexity, 2021, 34 : 2219 - 2230
  • [3] Estimation of Partially Linear Panel Data Models with Cross-Sectional Dependence
    Huang, Bai
    Sun, Yuying
    Wang, Shouyang
    JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 34 (06) : 2219 - 2230
  • [4] Variable selection in heterogeneous panel data models with cross-sectional dependence
    Mei, Xiaoling
    Peng, Bin
    Zhu, Huanjun
    AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2023, 65 (01) : 14 - 34
  • [5] CROSS-SECTIONAL DEPENDENCE IN PANEL DATA ANALYSIS
    Sarafidis, Vasilis
    Wansbeek, Tom
    ECONOMETRIC REVIEWS, 2012, 31 (05) : 483 - 531
  • [6] Panel data models with cross-sectional dependence: a selective review
    XU Qiu-hua
    CAI Zong-wu
    FANG Ying
    AppliedMathematics:AJournalofChineseUniversities, 2016, 31 (02) : 127 - 147
  • [7] Panel data models with cross-sectional dependence: a selective review
    Qiu-Hua Xu
    Zong-Wu Cai
    Ying Fang
    Applied Mathematics-A Journal of Chinese Universities, 2016, 31 : 127 - 147
  • [8] Panel data models with cross-sectional dependence: a selective review
    Xu Qiu-hua
    Cai Zong-wu
    Fang Ying
    APPLIED MATHEMATICS-A JOURNAL OF CHINESE UNIVERSITIES SERIES B, 2016, 31 (02) : 127 - 147
  • [9] 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
  • [10] Testing capital asset pricing models using functional-coefficient panel data models with cross-sectional dependence
    Cai, Zongwu
    Fang, Ying
    Xu, Qiuhua
    JOURNAL OF ECONOMETRICS, 2022, 227 (01) : 114 - 133