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Where is the economics in spatial econometrics?

  • Luisa Corrado
  • Bernard Fingleton

Spatial econometrics has been criticized by some economists because some model specifications have been driven by data-analytic considerations rather than having a firm foundation in economic theory. In particular this applies to the so-called W matrix, which is integral to the structure of endogenous and exogenous spatial lags, and to spatial error processes, and which are almost the sine qua non of spatial econometrics. Moreover it has been suggested that the significance of a spatially lagged dependent variable involving W may be misleading, since it may be simply picking up the effects of omitted spatially dependent variables, incorrectly suggesting the existence of a spillover mechanism. In this paper we review the theoretical and empirical rationale for network dependence and spatial externalities as embodied in spatially lagged variables, arguing that failing to acknowledge their presence at least leads to biased inference, can be a cause of inconsistent estimation, and leads to an incorrect understanding of true causal processes.

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File URL: http://eprints.lse.ac.uk/33581/
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Paper provided by London School of Economics and Political Science, LSE Library in its series LSE Research Online Documents on Economics with number 33581.

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Length: 38 pages
Date of creation: Mar 2011
Date of revision:
Handle: RePEc:ehl:lserod:33581
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  1. Conley, Timothy G & Ligon, Ethan, 2002. "Economic Distance and Cross-Country Spillovers," Journal of Economic Growth, Springer, vol. 7(2), pages 157-87, June.
  2. Luisa Corrado & Bernard Fingleton, 2011. "Multilevel Modelling with Spatial Effects," Working Papers 1105, University of Strathclyde Business School, Department of Economics.
  3. William A. Brock & Steven N. Durlauf, 2000. "Interactions-Based Models," Working Papers 00-05-028, Santa Fe Institute.
  4. Kelejian, Harry H. & Prucha, Ingmar R., 2007. "HAC estimation in a spatial framework," Journal of Econometrics, Elsevier, vol. 140(1), pages 131-154, September.
  5. Roberto Patuelli & Aura Reggiani & Sean Gorman & Peter Nijkamp & Franz-Josef Bade, 2007. "Network Analysis of Commuting Flows: A Comparative Static Approach to German Data," Networks and Spatial Economics, Springer, vol. 7(4), pages 315-331, December.
  6. S Holly & M Hashem Pesaran & T Yamagata, . "Spatial and Temporal Diffusion of House Prices in the UK," Discussion Papers 09/32, Department of Economics, University of York.
  7. Cohen-Cole, Ethan, 2006. "Multiple groups identification in the linear-in-means model," Economics Letters, Elsevier, vol. 92(2), pages 157-162, August.
  8. ., 1994. "Planning, Theory of," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 121 Edward Elgar Publishing.
  9. repec:adr:anecst:y:2005:i:77:p:01 is not listed on IDEAS
  10. Richard Blundell & Frank Windmeijer, 1997. "Cluster effects and simultaneity in multilevel models," IFS Working Papers W97/05, Institute for Fiscal Studies.
  11. Bernard Fingleton, 2001. "Equilibrium and Economic Growth: Spatial Econometric Models and Simulations," Journal of Regional Science, Wiley Blackwell, vol. 41(1), pages 117-147.
  12. Sylvain Barde, 2010. "Increasing Returns and the Spatial Structure of French Wages," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 73-91.
  13. Bernard Fingleton & Julie Le Gallo, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances: Finite sample properties," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 319-339, 08.
  14. Henk Folmer & Johan Oud, 2008. "How to Get Rid of W: A Latent Variables Approach to Modelling Spatially Lagged Variables," Environment and Planning A, SAGE Publishing, vol. 40(10), pages 2526-2538, October.
  15. James Lesage & Olivier Parent, 2006. "Using the Variance Structure of the Conditional Autoregressive Spatial Specification to Model Knowledge Spillovers," Post-Print hal-00375311, HAL.
  16. Pesaran, M.H., 2003. "A Simple Panel Unit Root Test in the Presence of Cross Section Dependence," Cambridge Working Papers in Economics 0346, Faculty of Economics, University of Cambridge.
  17. Badi H. Baltagi & Dong Li, 2006. "Prediction in the Panel Data Model with Spatial Correlation: The Case of Liquor," Center for Policy Research Working Papers 84, Center for Policy Research, Maxwell School, Syracuse University.
  18. ., 1994. "Human Nature, Theory of," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 66 Edward Elgar Publishing.
  19. James P. LeSage & R. Kelley Pace, 2008. "Spatial Econometric Modeling Of Origin-Destination Flows," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 941-967.
  20. Julie Le Gallo & Bernard Fingleton, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances : finite sample properties," Post-Print hal-00485035, HAL.
  21. Bryan S. Graham, 2008. "Identifying Social Interactions Through Conditional Variance Restrictions," Econometrica, Econometric Society, vol. 76(3), pages 643-660, 05.
  22. ., 1994. "Information Theory in Economics," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 70 Edward Elgar Publishing.
  23. ., 1994. "Welfare Economic Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  24. ., 1994. "Game Theory and Institutions," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 51 Edward Elgar Publishing.
  25. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141.
  26. ., 1994. "Tax Theory and Policy," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  27. Cem Ertur & Wilfried Koch, 2005. "Growth, Technological Interdependence and Spatial Externalities - Theory and Evidence," ERSA conference papers ersa05p651, European Regional Science Association.
  28. ., 1994. "Technology, Theory of," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  29. ., 1994. "Distribution Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 31 Edward Elgar Publishing.
  30. ., 1994. "Regulation, Theory of Economic," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  31. Michi Kandori, 2010. "Social Norms and Community Enforcement," Levine's Working Paper Archive 630, David K. Levine.
  32. Richard Harris & Victoria Kravtsova, 2009. "In Search of W," SERC Discussion Papers 0017, Spatial Economics Research Centre, LSE.
  33. ., 1994. "Institutional Theory of Economic Policy," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 76 Edward Elgar Publishing.
  34. Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-77, October.
  35. Bernard Fingleton & Enrique López-Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, 06.
  36. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
  37. ., 1994. "Instrumental Value Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 79 Edward Elgar Publishing.
  38. ., 1994. "Social Change, Theory of," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  39. Olivier Parent & James P. Lesage, 2007. "Bayesian Model Averaging for Spatial Econometric Models ," University of Cincinnati, Economics Working Papers Series 2007-02, University of Cincinnati, Department of Economics.
  40. ., 1994. "Environmental Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 37 Edward Elgar Publishing.
  41. Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
  42. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
  43. Chang, Sheng-Wen & Coulson, N. Edward, 2001. "Sources of Sectoral Employment Fluctuations in Central Cities and Suburbs: Evidence from Four Eastern U.S. Cities," Journal of Urban Economics, Elsevier, vol. 49(2), pages 199-218, March.
  44. ., 1994. "Institutional Agricultural Theory and Policy," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 72 Edward Elgar Publishing.
  45. ., 1994. "Régulation Theory, French," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 127 Edward Elgar Publishing.
  46. Aslam, A. & Corrado, L., 2007. "No Man is an Island, the Inter-personal Determinants of Regional Well-Being in Europe," Cambridge Working Papers in Economics 0717, Faculty of Economics, University of Cambridge.
  47. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
  48. Henk Folmer & Johan Oud, 2008. "How to get rid of W: a latent variables approach to modelling spatially lagged variables," Environment and Planning A, Pion Ltd, London, vol. 40(10), pages 2526-2538, October.
  49. Raffaele Paci & Stefano Usai, 2009. "Knowledge flows across European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 669-690, September.
  50. Peter Burridge & Bernard Fingleton, 2010. "Bootstrap Inference in Spatial Econometrics: the J-test," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 93-119.
  51. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
  52. repec:adr:anecst:y:2005:i:77 is not listed on IDEAS
  53. ., 1994. "Neoclassical Microeconomic Theory, Critique of," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 113 Edward Elgar Publishing.
  54. ., 1994. "Capital Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 8 Edward Elgar Publishing.
  55. Arnab Bhattacharjee & Sean Holly, 2006. "Taking Personalities out of Monetary Policy Decision Making? Interactions, Heterogeneity and Committee Decisions in the Bank of England’s MPC," CDMA Working Paper Series 200612, Centre for Dynamic Macroeconomic Analysis.
  56. Margaret E. Slade, 2005. "The Role of Economic Space in Decision Making," Annals of Economics and Statistics, GENES, issue 77, pages 1-20.
  57. Jones, Andrew M., 1994. "Health, addiction, social interaction and the decision to quit smoking," Journal of Health Economics, Elsevier, vol. 13(1), pages 93-110, March.
  58. Anselin, Luc & Moreno, Rosina, 2003. "Properties of tests for spatial error components," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 595-618, September.
  59. Steve Gibbons & Henry G. Overman, 2010. "Mostly Pointless Spatial Econometrics?," SERC Discussion Papers 0061, Spatial Economics Research Centre, LSE.
  60. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
  61. ., 1994. "Development Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 27 Edward Elgar Publishing.
  62. ., 1994. "Monetary Theory," Chapters, in: The Elgar Companion to Institutional and Evolutionary Economics, chapter 107 Edward Elgar Publishing.
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