Spurious spatial regression with equal weights

被引:4
作者
Baltagi, Badi H. [1 ]
Liu, Long [2 ]
机构
[1] Syracuse Univ, Ctr Policy Res, Syracuse, NY 13244 USA
[2] Univ Texas San Antonio, Dept Econ, Coll Business, San Antonio, TX 78249 USA
关键词
Spatial autocorrelation; Equal weights; Spurious spatial regression; AUTOREGRESSIVE MODELS;
D O I
10.1016/j.spl.2010.07.003
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This note studies the Lee and Yu (2009) spurious regression model for the special case where the weight matrix is normalized and has equal elements, and where the nonstationarity is caused by near unit roots. It shows that spurious spatial regression will not occur in a spatially autoregressive (SAR) model when the spatial weight matrix is row-normalized and has equal weights. In fact, the asymptotic distribution of the OLS estimate will always converge to its true value zero. The only condition required is that the spatial coefficients of the dependent and independent variables be both less than 1, which is a requirement for the SAR model to be an equilibrium model. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1640 / 1642
页数:3
相关论文
共 13 条
[1]  
[Anonymous], NEAR UNIT ROOT SPATI
[2]   Spatial lag test with equal weights [J].
Baltagi, Badi H. ;
Liu, Long .
ECONOMICS LETTERS, 2009, 104 (02) :81-82
[3]   Random effects and spatial autocorrelation with equal weights [J].
Baltagi, Bam H. .
ECONOMETRIC THEORY, 2006, 22 (05) :973-984
[4]   NEIGHBORHOOD INFLUENCE AND TECHNOLOGICAL-CHANGE [J].
CASE, A .
REGIONAL SCIENCE AND URBAN ECONOMICS, 1992, 22 (03) :491-508
[5]   Spurious spatial regression: Some Monte Carlo results with a spatial unit root and spatial cointegration [J].
Fingleton, B .
JOURNAL OF REGIONAL SCIENCE, 1999, 39 (01) :1-19
[6]  
Granger C., 1974, J Econom, V2, P111, DOI [10.1002/9780470996249.ch27, 10.1016/0304-4076(74)90034-7, DOI 10.1016/0304-4076(74)90034-7]
[7]   Estimation problems in models with spatial weighting matrices which have blocks of equal elements [J].
Kelejian, Harry H. ;
Prucha, Ingmar R. ;
Yuzefovich, Yevgeny .
JOURNAL OF REGIONAL SCIENCE, 2006, 46 (03) :507-515
[8]   2SLS and OLS in a spatial autoregressive model with equal spatial weights [J].
Kelejian, HH ;
Prucha, IR .
REGIONAL SCIENCE AND URBAN ECONOMICS, 2002, 32 (06) :691-707
[9]   Asymptotic distributions of quasi-maximum likelihood estimators for spatial autoregressive models [J].
Lee, LF .
ECONOMETRICA, 2004, 72 (06) :1899-1925
[10]   Consistency and efficiency of least squares estimation for mixed regressive, spatial autoregressive models [J].
Lee, LF .
ECONOMETRIC THEORY, 2002, 18 (02) :252-277