GM estimation of a Cli and Ord panel data model with random eects

The present paper suggests an estimation procedure for a Cli and Ord type spatial panel data model with random eects. Building on existing literature, the paper suggests an estimation procedure that i) considers all the moment conditions in Kapoor et al. (2007) and ii) allows for the presence of explanatory variables that do not vary over time. Our Monte Carlo results demonstrate that the estimation procedure proposed in this paper is very eective.

[1]  Harry H. Kelejian,et al.  A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model , 1999 .

[2]  Harry H. Kelejian,et al.  INSTRUMENTAL VARIABLE ESTIMATION OF A SPATIAL AUTOREGRESSIVE MODEL WITH AUTOREGRESSIVE DISTURBANCES: LARGE AND SMALL SAMPLE RESULTS , 2004 .

[3]  J. Paul Elhorst Spatial Panel Data Models , 2010 .

[4]  Bernard Fingleton A Generalized Method of Moments Estimator for a Spatial Panel Model with an Endogenous Spatial Lag and Spatial Moving Average Errors , 2008 .

[5]  Giuseppe Arbia,et al.  Growth and Convergence in a Multiregional Model with Space-Time Dynamics: Growth, Convergence, and Space-Time Dynamics , 2010 .

[6]  Patrick Sevestre,et al.  The econometrics of panel data : fundamentals and recent developments in theory and practice , 2008 .

[7]  Elisa Tosetti,et al.  Large Panels with Common Factors and Spatial Correlations , 2007, SSRN Electronic Journal.

[8]  H. Kelejian,et al.  A Spatial Cliff-Ord-Type Model with Heteroskedastic Innovations: Small and Large Sample Results , 2008, SSRN Electronic Journal.

[9]  Geoffrey H. Donovan,et al.  Wildfire Risk and Housing Prices: A Case Study from Colorado Springs , 2007, Land Economics.

[10]  Cem Ertur,et al.  Testing for Spatial Autocorrelation in a Fixed Effects Panel Data Model , 2010 .

[11]  Badi H. Baltagi,et al.  Testing for Random Effects and Spatial Lag Dependence in Panel Data Models , 2008 .

[12]  Badi H. Baltagi,et al.  Testing Panel Data Regression Models with Spatial Error Correlation , 2002 .

[13]  Gianfranco Piras,et al.  splm: Spatial Panel Data Models in R , 2012 .

[14]  J. Elhorst,et al.  Evidence of Political Yardstick Competition in France Using a Two-Regime Spatial Durbin Model with Fixed Effects , 2009 .

[15]  Gianfranco Piras,et al.  Spatial J-test: some Monte Carlo evidence , 2012, Stat. Comput..

[16]  James P. LeSage,et al.  A spatial dynamic panel model with random effects applied to commuting times , 2010 .

[17]  Jan Mutl,et al.  DYNAMIC PANEL DATA MODELS WITH SPATIALLY CORRELATED DISTURBANCES , 2006 .

[18]  H. Kelejian,et al.  A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances , 1998 .

[19]  Badi H. Baltagi,et al.  Analysis of spatially dependent data , 2007 .

[20]  Lung-fei Lee,et al.  Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large , 2008 .

[21]  Badi H. Baltagi,et al.  Testing for Serial Correlation, Spatial Autocorrelation and Random Effects , 2004 .

[22]  Mudit Kapoor,et al.  Panel data models with spatially correlated error components , 2007 .

[23]  J. Paul Elhorst Serial and spatial error correlation , 2008 .

[24]  L. Anselin,et al.  Spatial Panel Econometrics , 2008 .

[25]  Lung-fei Lee,et al.  Estimation of spatial autoregressive panel data models with fixed effects , 2010 .

[26]  Bernard Fingleton,et al.  Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances : finite sample properties , 2008 .

[27]  Lung-fei Lee,et al.  ESTIMATION OF UNIT ROOT SPATIAL DYNAMIC PANEL DATA MODELS , 2010, Econometric Theory.

[28]  B. Baltagi,et al.  Econometric Analysis of Panel Data , 2020, Springer Texts in Business and Economics.