Interpreting dynamic space-time panel data models

Statistical Methodology

Volumn 9, Issue 1-2, 2012, Pages 158-171

  Debarsy, Nicolas ^a   Ertur, Cem ^b   LeSage, James P ^c  

^a UNIVERSITY OF NAMUR   (Belgium)

^b UNIVERSITÉ D'ORLÉANS   (France)

^c TEXAS STATE UNIVERSITY   (United States)

Author keywords

Dynamic responses over time and space; Dynamic space time panel data model; Markov Chain Monte Carlo estimation

Indexed keywords

EID: 81255187945     PISSN: 15723127     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.stamet.2011.02.002     Document Type: Article

References (14)

1. Anselin L. Spatial econometrics. A Companion to Theoretical Econometrics 2001, 310-330. Blackwell Publishers Ltd, Massashusetts. B.H. Baltagi (Ed.).
2. Baltagi B.H., Levin D. Estimating dynamic demand for cigarettes using panel data: the effects of bootlegging, taxation and advertising reconsidered. The Review of Economics and Statistics 1986, 68:148-155.
3. Baltagi B.H., Li D. Prediction in the panel data model with spatial correlation. Advances in Spatial Econometrics: Methodology 2004, 283-295. Tools and Applications, Berlin. L. Anselin, R.J.G.M. Florax, S.J. Rey (Eds.).
4. Chib S., Carlin B.P. On MCMC sampling in hierarchical longitudinal models. Statistics and Computing 1999, 9:17-26.
5. Kelejian H.H, Prucha I.R. Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances. Journal of Econometrics 2010, 157:53-67.
6. Koop G. Bayesian Econometrics 2003, John Wiley and Sons, West Sussex, England.
7. LeSage J.P., Pace R.K. Introduction to Spatial Econometrics 2009, Taylor and Francis/CRC Press, New York.
8. Pace R.K., LeSage J.P. Spatial Econometrics. Handbook of Spatial Statistics 2010, 245-260. CRC Press, Taylor and Francis Goup. A.E. Gelfand, P. Diggle, M. Fuentes, P. Guttorp (Eds.).
9. Parent O., LeSage J.P. A spatial dynamic panel model with random effects applied to commuting times. Transportation Research Part B: Methodological 2010, 44B:633-645.
10. Parent O., LeSage J.P. A space-time filter for panel data models containing random effects. Computational Statistics and Data Analysis 2011, 55:475-490.
11. O. Parent, J.P. LeSage, Spatial Dynamic Panel Data Models With Random Effects. Working paper. (2010c) Available at SSRN: http://ssrn.com/abstract%3D1609748.
12. Sun D., Berger J.O. Reference priors with partial information. Biometrika 1998, 85:55-71.
13. Wansbeek T.J., Kapteyn A. A simple way to obtain the spectral decomposition of variance components models for balanced data. Communications in Statistics Part A- Theory Methods 1982, 11:2105-2112.
14. Yu J., de Jong R., Lee L.F. Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large. Journal of Econometrics 2008, 146:118-134.