Testing for spatial autocorrelation in a fixed effects panel data model

Regional Science and Urban Economics

Volumn 40, Issue 6, 2010, Pages 453-470

  Debarsy, Nicolas ^a   Ertur, Cem ^b  

^a UNIVERSITY OF NAMUR   (Belgium)

^b UNIVERSITÉ D'ORLÉANS   (France)

Author keywords

Panel data; Spatial autocorrelation; Test statistics

Indexed keywords

AUTOCORRELATION; ECONOMETRICS; HETEROGENEITY; MODEL TEST; MONTE CARLO ANALYSIS; NUMERICAL MODEL; PANEL DATA; PERFORMANCE ASSESSMENT;

EID: 78349305732     PISSN: 01660462     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.regsciurbeco.2010.06.001     Document Type: Article

References (56)

1. Akerlof G.A. Social distance and social decision. Econometrica 1997, 65:1005-1027.
2. Anselin L. Spatial Econometrics, Methods and Models 1988, Kluwer Academic Publishers, Dordrecht.
3. Anselin L. Rao's score test in spatial econometrics. Journal of Statistical Planning and Inference 2001, 97:113-139.
4. Anselin L. Spatial externalities, spatial multipliers and spatial econometrics. International Regional Science Review 2003, 26:153-166.
5. Anselin L. Spatial Econometrics. Econometric Theory 2006, 1:901-969. Palgrave Macmillan, Basingstoke. T.C. Mills, K. Patterson (Eds.).
6. Anselin L., Bera A.K. Spatial dependence in linear regression models with an introduction to spatial econometrics. Handbook of Applied Economic Statistic 1998, 237-289. Marcel Dekker, New York. A. Ullah, D. Giles (Eds.).
7. Anselin L., Florax R.J.G.M. Small sample properties of tests for spatial dependence in regression models: some further results. New Directions in Spatial Econometrics 1995, 21-74. Springer, Berlin. L. Anselin, R.J.G.M. Florax (Eds.).
8. Anselin L., Bera A.K., Florax R.J.G.M., Yoon M.J. Simple diagnostic tests for spatial dependence. Regional Science and Urban Economics 1996, 26:77-104.
9. Anselin L., Bongiovanni R.G., Lowenberg-DeBoer J. A Spatial econometric approach to the economics of site-specific nitrogen management in corn production. American Journal of Agricultural Economics 2004, 86:675-687.
10. Anselin L., Le Gallo J., Jayet H. Spatial panel econometrics. The Econometrics of Panel Data, Fundamentals and Recent Developments in Theory and Practice 2008, 627-662. Springer-Verlag, Berlin. 3rd Edition. L. Matyas, P. Sevestre (Eds.).
11. Bai Y., Zhang J. Solving the Feldstein-Horioka puzzle with financial frictions. Econometrica 2010, 78:603-632.
12. Baltagi B.H., Liu L. Testing for random effects and spatial lag dependence in panel data models. Statistics and Probability Letters 2008, 78:3304-3311.
13. Baltagi B.H., Song S.H., Koh W. Testing panel data regression models with spatial error correlation. Journal of Econometrics 2003, 117:123-150.
14. Baltagi B.H., Song S.H., Jung B.C., Koh W. Testing for serial correlation, spatial autocorrelation and random effects using panel data. Journal of Econometrics 2007, 140:5-51.
15. Baltagi B.H., Egger P., Pfaffermayr M. A generalized spatial panel data model with random effects. Working paper 2007, Syracuse University.
16. Behrens, K., Ertur, C., Koch, W., 2007. Dual gravity: Using spatial econometrics to control for multilateral resistance. CORE Discussion Papers 2007/59, Center for Operations Research and Econometrics, UCL.
17. Bell K.P., Bockstael N.E. Applying the generalized moments estimation approach to spatial problems involving micro-level data. The Review of Economics and Statistics 2000, 82:72-82.
18. Brueckner J.K. Testing for strategic interaction among local governments: the case of growth controls. Journal of Urban Economics 1998, 44:438-467.
19. Brueckner J.K. Strategic interaction among governments: an overview of empirical studies. International Regional Science Review 2003, 26:175-188.
20. Coiteux M., Olivier S. The saving retention coefficient in the long run and in the short run: evidence from panel data. Journal of International Money and Finance 2000, 19:535-548.
21. Conley T.G. GMM estimation with cross sectional dependence. Journal of Econometrics 1999, 92:1-45.
22. Conley T.G., Ligon E. Economic distance, spillovers and cross country comparisons. Journal of Economic Growth 2002, 7:157-187.
23. Conley T.G., Topa G. Socio-economic distance and spatial patterns in unemployment. Journal of Applied Econometrics 2002, 17:303-327.
24. Corbin A. Country specific effect in the Feldstein-Horioka paradox: a panel data analysis. Economic Letters 2001, 72:297-302.
25. Dooley M., Frankel J., Mathieson D. International capital mobility: what do saving-investment correlations tell us?. IMF Staff Papers 1987, 34:503-530.
26. Durlauf S., Johnson P., Temple J. Growth econometrics. Handbook of Economic Growth 2005, 555-677. North-Holland, Elsevier.
27. Elhorst P. Specification and estimation of spatial panel data models. International Regional Science Review 2003, 26:244-268.
28. Ertur C., Koch W. Growth, technological interdependence and spatial externalities: theory and evidence. Journal of Applied Econometrics 2007, 22:1033-1062.
29. Ertur C., Koch W. A contribution to the schumpeterian growth theory and empirics. LEO Working Paper 2008-25 2008.
30. Feldstein M. Domestic saving and international capital movements in the long run and the short run. European Economic Review 1983, 21:139-151.
31. Feldstein M., Horioka C. Domestic saving and international capital flows. The Economic Journal 1980, 90:314-329.
32. Fouquau J., Hurlin C., Rabaud I. The Feldstein-Horioka puzzle: a panel smooth transition regression approach. Economic Modelling 2008, 25:284-299.
33. Jansen W.J. International capital mobility: evidence from panel data. Journal of International Money and Finance 2000, 19:507-511.
34. Jenish N., Prucha I.R. Central limit theorems and uniform laws of large numbers for arrays of random fields. Journal of Econometrics 2009, 150:86-98.
35. Kapoor M., Kelejian H.H., Prucha I.R. Panel data models with spatially autocorrelated error components. Journal of Econometrics 2007, 140:97-130.
36. Kelejian H.H., Prucha I.R. A generalized spatial two-stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances. Journal of Real Estate Finance and Economics 1998, 17:99-121.
37. Kelejian H.H., Prucha I.R. A generalized moments estimator for the autoregressive parameter in a spatial model. International Economic Review 1999, 40:509-533.
38. Kelejian H.H., Prucha I.R. On the asymptotic distribution of the Moran I test with applications. Journal of Econometrics 2001, 104:219-257.
39. Kelejian H.H., Prucha I.R. Specification and estimation of spatial autoregressive models with autoregressive and hereroskedastic disturbances. Journal of Econometrics 2010, 157:53-67.
40. Kelejian H.H., Tavlas G., Hondroyiannis G. A spatial modelling approach to contagion among emerging economies. Open Economies Review 2006, 17:423-441.
41. Kelejian H.H., Murrell P., Shepotylo O. Spatial spillovers in the development of institutions. Working Paper 2008, University of Maryland, Available at SSRN: http://ssrn.com/abstract=1031974.
42. Krol R. International capital mobility: evidence from panel data. Journal of International Money and Finance 1996, 15:467-474.
43. Lee L.F. Asymptotic distributions of quasi-maximum likelihood estimators for spatial autoregressive models. Econometrica 2004, 72:1899-1925.
44. Lee L.F., Yu J. Some recent developments in spatial panel data models. Regional Science and Urban Economics 2010, 40:255-271.
45. Lee L.F., Yu J. Estimation of spatial autoregressive panel data models with fixed effects. Journal of Econometrics 2010, 154:165-185.
46. LeSage J., Pace K. Introduction to Spatial Econometrics 2009, CRC Press/Taylor and Francis Group, London.
47. López-Bazo E., Vayá E., Artis M. Regional externalities and growth: evidence from European regions. Journal of Regional Science 2004, 44:43-73.
48. Murdoch J.C., Sandler T., Sargent K. A tale of two collectives: sulphur versus nitrogen oxides emission reduction in Europe. Economica 1997, 64:281-301.
49. Nerlove M. Further evidence on the estimation of dynamic economic relations from a time series of cross sections. Econometrica 1971, 39:359-382.
50. OECD, 1990. Libéralisation des mouvements de capitaux et des services financiers dans la zone de l'OCDE. OECD.
51. Penati A., Dooley M. Current account imbalances and capital formation in industrial countries, 1949-1981. IMF Staff Papers 1984, 31:1-24.
52. Rey S.J., Le Gallo J. Spatial analysis of economic convergence. Applied Econometrics 2009, 2:1251-1292. MacMillan, Hampshire. T. Mills, K. Patterson (Eds.).
53. Sinn S. Saving-investment correlations and capital mobility: on the evidence from annual data. Economic Journal 1992, 102:1162-1170.
54. Tesar L. Saving, investment, and international capital flows. Journal of International Economics 1991, 31:55-78.
55. Wooldridge J.M. Econometric Analysis of Cross Section and Panel Data 2002, MIT Press, London.
56. 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.