SPATIAL PANELS: RANDOM COMPONENTS VERSUS FIXED EFFECTS*

被引:62
作者
Lee, Lung-fei
Yu, Jihai [1 ]
机构
[1] Peking Univ, Guanghua Sch Management, Beijing 100871, Peoples R China
关键词
MAXIMUM LIKELIHOOD ESTIMATORS; TIME-SERIES; REGRESSION-MODELS; DYNAMIC-MODELS; CROSS-SECTION; AUTOCORRELATION;
D O I
10.1111/j.1468-2354.2012.00724.x
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article investigates spatial panel data models with a spacetime filter in disturbances. We consider their estimation by both fixed effects and random effects specifications. With a between equation properly defined, the difference of the random versus fixed effects models can be highlighted. We show that the random effects estimate is a pooling of the within and between estimates. A Hausman-type specification test and an Lagrangian multiplier test are proposed for the testing of the random components specification versus the fixed effects specification.
引用
收藏
页码:1369 / 1412
页数:44
相关论文
共 41 条
[1]  
Allen R. G., 1998, FAO Irrigation and Drainage Paper
[2]  
Amemiya Takeshi, 1985, Advanced Econometrics
[3]  
[Anonymous], QML ESTIMATION UNPUB
[4]  
Anselin L., 2008, The econometrics of panel data: Fundamentals and recent developments in theory and practice, DOI [DOI 10.1007/978-3-540-75892-1_19, 10.1007/978-3-540-75892-1_19]
[5]   ON THE TESTING OF CORRELATED EFFECTS WITH PANEL-DATA [J].
ARELLANO, M .
JOURNAL OF ECONOMETRICS, 1993, 59 (1-2) :87-97
[6]  
Baltagi B.H., 2007, A Generalized Spatial Panel Data Model with Random E ects
[7]  
Baltagi B.H., 2021, ECONOMETRIC ANAL PAN, DOI DOI 10.1007/978-3-030-53953-5
[8]   Testing for serial correlation, spatial autocorrelation and random effects using panel data [J].
Baltagi, Badi H. ;
Song, Seuck Heun ;
Jung, Byoung Cheol ;
Koh, Won .
JOURNAL OF ECONOMETRICS, 2007, 140 (01) :5-51
[9]   Forecasting with spatial panel data [J].
Baltagi, Badi H. ;
Bresson, Georges ;
Pirotte, Alain .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2012, 56 (11) :3381-3397
[10]   Testing panel data regression models with spatial error correlation [J].
Baltagi, BH ;
Song, SH ;
Koh, W .
JOURNAL OF ECONOMETRICS, 2003, 117 (01) :123-150