Where Is The Economics In Spatial Econometrics?
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.
(This abstract was borrowed from another version of this item.)
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 52 (2012)
Issue (Month): 2 (05)
|Contact details of provider:|| Web page: http://www.blackwellpublishing.com/journal.asp?ref=0022-4146|
|Order Information:||Web: http://www.blackwellpublishing.com/subs.asp?ref=0022-4146|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Olivier Parent & James P. Lesage, 2007.
"Using the Variance Structure of the Conditional Autoregressive Spatial Specification to Model Knowledge Spillovers,"
University of Cincinnati, Economics Working Papers Series
2007-03, University of Cincinnati, Department of Economics.
- Olivier Parent & James P. LeSage, 2008. "Using the variance structure of the conditional autoregressive spatial specification to model knowledge spillovers," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 235-256.
- Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
- ERTUR, Cem & KOCH, Wilfried, 2005.
"Growth, Technological Interdependence and Spatial Externalities: Theory and Evidence,"
LEG - Document de travail - Economie
2005-03, LEG, Laboratoire d'Economie et de Gestion, CNRS, Université de Bourgogne.
- Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
- Cem Ertur & Wilfried Koch, 2005. "Growth, Technological Interdependence and Spatial Externalities - Theory and Evidence," ERSA conference papers ersa05p651, European Regional Science Association.
- Steve Gibbons & Henry G. Overman, 2010.
"Mostly pointless spatial econometrics?,"
LSE Research Online Documents on Economics
33559, London School of Economics and Political Science, LSE Library.
- 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.
- Richard Blundell & Frank Windmeijer, 1997.
"Cluster effects and simultaneity in multilevel models,"
IFS Working Papers
W97/05, Institute for Fiscal Studies.
- Richard Blundell & Frank Windmeijer, 1997. "Cluster effects and simultaneity in multilevel models," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 439-443.
- Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
- Cohen-Cole, Ethan, 2006. "Multiple groups identification in the linear-in-means model," Economics Letters, Elsevier, vol. 92(2), pages 157-162, August.
- Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141.
- Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
- S Holly & M Hashem Pesaran & T Yamagata, .
"Spatial and Temporal Diffusion of House Prices in the UK,"
09/32, Department of Economics, University of York.
- Sean Holly & M. Hashem Pesaran & Takashi Yamagata, 2010. "Spatial and Temporal Diffusion of House Prices in the UK," CESifo Working Paper Series 2913, CESifo Group Munich.
- Holly, S. & Pesaran, M.H. & Yamagata, T., 2009. "Spatial and Temporal Diffusion of House Prices in the UK," Cambridge Working Papers in Economics 0952, Faculty of Economics, University of Cambridge.
- Holly, Sean & Pesaran, M. Hashem & Yamagata, Takashi, 2010. "Spatial and Temporal Diffusion of House Prices in the UK," IZA Discussion Papers 4694, Institute for the Study of Labor (IZA).
- Bernard Fingleton, 2001. "Equilibrium and Economic Growth: Spatial Econometric Models and Simulations," Journal of Regional Science, Wiley Blackwell, vol. 41(1), pages 117-147.
- Margaret E. SLADE, 2005. "The Role of Economic Space in Decision Making," Annales d'Economie et de Statistique, ENSAE, issue 77, pages 1-20.
- Richard Harris & John Moffat & Victoria Kravtsova, 2011.
"In Search of ‘ W’,"
Spatial Economic Analysis,
Taylor & Francis Journals, vol. 6(3), pages 249-270, February.
- Richard Harris & Victoria Kravtsova, 2009. "In Search of W," SERC Discussion Papers 0017, Spatial Economics Research Centre, LSE.
- Richard Harris & Victoria Kravtsova, 2009. "In search of 'W'," LSE Research Online Documents on Economics 33208, London School of Economics and Political Science, LSE Library.
- 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.
- Bryan S. Graham, 2008. "Identifying Social Interactions Through Conditional Variance Restrictions," Econometrica, Econometric Society, vol. 76(3), pages 643-660, 05.
- 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.
- Badi Baltagi & Dong Li, 2006. "Prediction in the Panel Data Model with Spatial Correlation: the Case of Liquor," Spatial Economic Analysis, Taylor & Francis Journals, vol. 1(2), pages 175-185.
- 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.
- Luisa Corrado & Bernard Fingleton, 2011.
"Multilevel Modelling with Spatial Effects,"
1105, University of Strathclyde Business School, Department of Economics.
- Kandori, Michihiro, 1992.
"Social Norms and Community Enforcement,"
Review of Economic Studies,
Wiley Blackwell, vol. 59(1), pages 63-80, January.
- Arnab Bhattacharjee & Sean Holly, 2006. "Taking Personalities out of Monetary Policy Decision Making? Interactions, Heterogeneity and Committee Decisions in the Bank of Englandâ€™s MPC," CDMA Working Paper Series 200612, Centre for Dynamic Macroeconomic Analysis.
- 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.
- 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.
- Luc Anselin & Rosina Moreno, 2001.
"Properties of tests for spatial error components,"
ERSA conference papers
ersa01p183, European Regional Science Association.
- 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.
- 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.
- Raffaele Paci & Stefano Usai, 2009.
"Knowledge flows across European regions,"
The Annals of Regional Science,
Springer, vol. 43(3), pages 669-690, September.
- Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-77, October.
- 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.
- Sylvain Barde, 2010. "Increasing Returns and the Spatial Structure of French Wages," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 73-91.
- Kelejian, Harry H. & Prucha, Ingmar R., 2007. "HAC estimation in a spatial framework," Journal of Econometrics, Elsevier, vol. 140(1), pages 131-154, September.
- 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.
- 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.
- 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.
- Conley, Timothy G & Ligon, Ethan, 2002. " Economic Distance and Cross-Country Spillovers," Journal of Economic Growth, Springer, vol. 7(2), pages 157-87, June.
- 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.
When requesting a correction, please mention this item's handle: RePEc:bla:jregsc:v:52:y:2012:i:2:p:210-239. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing)or (Christopher F. Baum)
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.