Spatial panels: Random components versus fixed effects

International Economic Review

Volumn 53, Issue 4, 2012, Pages 1369-1412

  Lee, Lung fei ^a   Yu, Jihai ^b  

^a OHIO STATE UNIVERSITY   (United States)

^b PEKING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84867391195     PISSN: 00206598     EISSN: 14682354     Source Type: Journal    
DOI: 10.1111/j.1468-2354.2012.00724.x     Document Type: Article

References (41)

1. Amemiya T., Advanced Econometrics ( Cambridge, MA : Harvard University Press, 1985).
2. Anselin, L., Spatial Econometrics: Methods and Models ( Amsterdam, The Netherlands : Kluwer Academic, 1988).
3. Anselin, L., J. Le Gallo, and H. Jayet, "Spatial Panel Econometrics, " in L. Mátyás and P. Sevestre, eds., The Econometrics of Panel Data: Fundamentals and Recent Developments in Theory and Practice ( Berlin and Heidelberg : Springer, 2008), 625-60.
4. Arellano, M., "On the Testing of Correlated Effects with Panel Data, " Journal of Econometrics 59 (1993), 87-97.
5. Baltagi, B., Econometric Analysis of Panel Data ( Chichester, UK : John Wiley & Sons, Ltd., 2008).
6. Baltagi, B., and Q. Li, "A Transformation that Will Circumvent the Problem of Autocorrelation in an Error-Component Model, " Journal of Econometrics 48 (1991), 385-93.
7. Baltagi, B., G. Bresson, and A. Pirotte, "Forecasting with Spatial Panel Data, " Computational Statistics and Data Analysis 56 (2012), 3381-97.
8. Baltagi, B., P. Egger, and M. Pfaffermayr, "A Generalized Spatial Panel Data Model with Random Effects, " Working Paper, Syracuse University, 2007a.
9. Baltagi, B., S. H. Song, and W. Koh, "Testing Panel Data Regression Models with Spatial Error Correlation, " Journal of Econometrics 117 (2003), 123-50.
10. Baltagi, B., S. H. Song, B. C. Jung, and W. Koh, "Testing for Serial Correlation, Spatial Autocorrelation and Random Effects Using Panel Data, " Journal of Econometrics 140 (2007b), 5-51.
11. Bhargava, A., L. Franzini, and W. Narendranathan, "Serial Correlation and Fixed Effects Model, " Review of Economic Studies 49 (1982), 533-49.
12. Dhrymes, P. J., Introductory Econometrics ( New York : Springer Verlag, 1978).
13. Elhorst, J. P., "Unconditional Maximum Likelihood Estimation of Linear and Log-Linear Dynamic Models for Spatial Panels, " Geographical Analysis 37 (2005), 85-106.
14. Fingleton, B., "A Generalized Method of Moments Estimators for a Spatial Panel Model with an Endogenous Spatial Lag and Spatial Moving Average Errors, " Spatial Economic Analysis 3 (2008), 27-44.
15. Hausman, J. A., "Specification Tests in Econometrics, " Econometrica 46 (1978), 1251-71.
16. Hsiao, C., Analysis of Panel Data ( New York : Cambridge University Press, 2003).
17. Hsiao, C., M. H. Pesaran, and A. K. Tahmiscioglu, "Maximum Likelihood Estimation of Fixed Effects Dynamic Panel Data Models Covering Short Time Periods, " Journal of Econometrics 109 (2002), 107-50.
18. Kapoor, M., H. H. Kelejian, and I. R. Prucha, "Panel Data Models with Spatially Correlated Error Components, " Journal of Econometrics 140 (2007), 97-130.
19. Kelejian, H. H., and I. R. Prucha, "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbance, " Journal of Real Estate Finance and Economics 17(1) (1998), 99-121.
20. Kelejian, H. H., and I. R. Prucha, "On the Asymptotic Distribution of the Moran I Test Statistic with Applications, " Journal of Econometrics 104 (2001), 219-57.
21. Kelejian, H. H., and I. R. Prucha, "Specification and Estimation of Spatial Autoregressive Models with Autoregressive and Heteroskedastic Disturbances, " Journal of Econometrics 157 (2010), 53-67.
22. Kiefer, N. M., "Estimation of Fixed Effects Models for Time Series of Cross Sections with Arbitrary Intertemporal Covariance, " Journal of Econometrics 14 (1980), 195-202.
23. Korniotis, G. M., "Estimating Panel Models with Internal and External Habit Formation, " Journal of Business and Economic Statistics 28 (2010), 145-58.
24. Lancaster, T., "The Incidental Parameter Problem since 1948, " Journal of Econometrics 95 (2000), 391-413.
25. Lee, L. F., "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Econometric Models, " Econometrica 72 (2004), 1899-925.
26. Lee, L. F., "GMM and 2SLS Estimation of Mixed Regressive, Spatial Autoregressive Models, " Journal of Econometrics 137 (2007), 489-514.
27. Lee, L. F., and J. Yu, "Estimation of Spatial Autoregressive Panel Data Models with Fixed Effects, " Journal of Econometrics 154 (2010), 165-85.
28. LeSage, J., and K. Pace, Introduction to Spatial Econometrics ( Boca Raton, FL : CRC Press/Taylor & Francis Group, 2009).
29. Lin, X., and L. F. Lee, "GMM Estimation of Spatial Autoregressive Models with Unknown Heteroskedasticity, " Journal of Econometrics 157 (2010), 34-52.
30. Maddala, G. S., "The Use of Variance Components Models in Pooling Cross Section and Time Series Data, " Econometrica 39 (1971), 341-58.
31. Magnus, J. R., "Multivariate Error Components Analysis of Linear and Nonlinear Regression Models by Maximum Likelihood, " Journal of Econometrics 19 (1982), 239-85.
32. Moscone, F., M. Knapp, and E. Tosetti, "Mental Health Expenditure in England: A Spatial Panel Approach, " Journal of Health Economics 26 (2007), 842-64.
33. Mundlak, Y., "On Pooling Time Series and Cross Section Data, " Econometrica 46 (1978), 69-85.
34. Mutl, J., and M. Pfaffermayr, "The Hausman Test in a Cliff and Ord Panel Model, " Econometrics Journal 14 (2011), 48-76.
35. Nickell, S., "Biases in Dynamic Models with Fixed Effects, " Econometrica 49 (1981), 1417-26.
36. Parent, O., and J. P. LeSage, "A Space-Time Filter for Panel Data Models Containing Random Effects, " Manuscript, University of Cincinnati, 2008.
37. Ruud, P. A., An Introduction to Econometric Theory ( New York : Oxford University Press, 2000).
38. Su, L., and Z. Yang, "QML Estimation of Dynamic Panel Data Models with Spatial Errors, " Mimeo, Singapore Management University, 2007.
39. Yu, J., and L. F. Lee, "Estimation of Unit Root Spatial Dynamic Panel Data Models, " Econometric Theory 26 (2010), 1332-62.
40. Yu, J., R. De Jong, and L. F. Lee, "Quasi-Maximum Likelihood Estimators for Spatial Dynamic Panel Data with Fixed Effects When Both n and T Are Large, " Journal of Econometrics 146 (2008), 118-34.
41. Yu, J., R. De Jong, and L. F. Lee, "Estimation for Spatial Dynamic Panel Data with Fixed Effects: The Case of Spatial Cointegration, " Journal of Econometrics 167 (2012), 16-37.