A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model

被引:549
|
作者
Baltagi, Badi H. [1 ,2 ]
Feng, Qu [3 ]
Kao, Chihwa [1 ,2 ]
机构
[1] Syracuse Univ, Dept Econ, Syracuse, NY 13244 USA
[2] Syracuse Univ, Ctr Policy Res, Syracuse, NY 13244 USA
[3] Nanyang Technol Univ, Div Econ, Singapore 637332, Singapore
关键词
LM test; Cross-sectional dependence; Fixed effects; High dimensional inference; John test; Panel data; DYNAMIC-MODELS; BIAS; INDEPENDENCE; REGRESSION; SPECIFICATION; EFFICIENCY; SPHERICITY; INFERENCE;
D O I
10.1016/j.jeconom.2012.04.004
中图分类号
F [经济];
学科分类号
02 ;
摘要
It is well known that the standard Breusch and Pagan (1980) LM test for cross-equation correlation in a SUR model is not appropriate for testing cross-sectional dependence in panel data models when the number of cross-sectional units (n) is large and the number of time periods (T) is small. In fact, a scaled version of this LM test was proposed by Pesaran (2004) and its finite sample bias was corrected by Pesaran et al. (2008). This was done in the context of a heterogeneous panel data model. This paper derives the asymptotic bias of this scaled version of the LM test in the context of a fixed effects homogeneous panel data model. This asymptotic bias is found to be a constant related to n and T, which suggests a simple bias corrected LM test for the null hypothesis. Additionally, the paper carries out some Monte Carlo experiments to compare the finite sample properties of this proposed test with existing tests for cross-sectional dependence. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:164 / 177
页数:14
相关论文
共 50 条
  • [1] A heteroskedasticity robust test for cross-sectional correlation in a fixed effects panel data model
    Peng, Bin
    Yu, Junqi
    Zhu, Yi
    ECONOMICS LETTERS, 2021, 201
  • [2] A note on tests of sphericity and cross-sectional dependence for fixed effects panel model
    Mao, Guangyu
    ECONOMICS LETTERS, 2014, 122 (02) : 215 - 219
  • [3] A nonlinear panel data model of cross-sectional dependence
    Kapetanios, George
    Mitchell, James
    Shin, Yongcheol
    JOURNAL OF ECONOMETRICS, 2014, 179 (02) : 134 - 157
  • [4] CROSS-SECTIONAL DEPENDENCE IN PANEL DATA ANALYSIS
    Sarafidis, Vasilis
    Wansbeek, Tom
    ECONOMETRIC REVIEWS, 2012, 31 (05) : 483 - 531
  • [5] Estimation for varying coefficient panel data model with cross-sectional dependence
    Hua Liu
    Youquan Pei
    Qunfang Xu
    Metrika, 2020, 83 : 377 - 410
  • [6] Estimation for varying coefficient panel data model with cross-sectional dependence
    Liu, Hua
    Pei, Youquan
    Xu, Qunfang
    METRIKA, 2020, 83 (03) : 377 - 410
  • [7] Heterogeneous panel data models with cross-sectional dependence
    Gao, Jiti
    Xia, Kai
    Zhu, Huanjun
    JOURNAL OF ECONOMETRICS, 2020, 219 (02) : 329 - 353
  • [8] Testing for Cross-sectional Dependence in Regional Panel Data
    Jensen, Peter Sandholt
    Schmidt, Torben Dall
    SPATIAL ECONOMIC ANALYSIS, 2011, 6 (04) : 423 - 450
  • [9] Cross-sectional dependence model specifications in a static trade panel data setting
    LeSage, James Paul
    Fischer, Manfred M.
    JOURNAL OF GEOGRAPHICAL SYSTEMS, 2020, 22 (01) : 5 - 46
  • [10] Cross-sectional dependence model specifications in a static trade panel data setting
    James Paul LeSage
    Manfred M. Fischer
    Journal of Geographical Systems, 2020, 22 : 5 - 46