Multilevel Modelling with Spatial Effects
In multilevel modelling, interest in modeling the nested structure of hierarchical data has been accompanied by increasing attention to different forms of spatial interactions across different levels of the hierarchy. Neglecting such interactions is likely to create problems of inference, which typically assumes independence. In this paper we review approaches to multilevel modelling with spatial effects, and attempt to connect the two literatures, discussing the advantages and limitations of various approaches.
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- A. Fielding, 1999.
"Why use arbitrary points scores?: ordered categories in models of educational progress,"
Journal of the Royal Statistical Society Series A,
Royal Statistical Society, vol. 162(3), pages 303-328.
- Fielding, A., 1998. "Why Use Arbitrary Points Scores: Ordered Categories in Models of Educational Progress," Discussion Papers 98-23, Department of Economics, University of Birmingham.
- Bernard Fingleton, 2008. "A Generalized Method of Moments Estimator for a Spatial Panel Model with an Endogenous Spatial Lag and Spatial Moving Average Errors," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(1), pages 27-44.
- Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
- 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.
- Harry H. Kelejian & Ingmar R. Prucha, 1997. "A Generalized Spatial Two Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," Electronic Working Papers 97-002, University of Maryland, Department of Economics, revised Aug 1997.
- George A. Akerlof, 1997. "Social Distance and Social Decisions," Econometrica, Econometric Society, vol. 65(5), pages 1005-1028, September.
- 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.
- Margaret E. Slade, 2005. "The Role of Economic Space in Decision Making," Annals of Economics and Statistics, GENES, issue 77, pages 1-20.
- 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.
- Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, January.
- repec:adr:anecst:y:2005:i:77:p:01 is not listed on IDEAS
- Michihiro Kandori, 1992. "Social Norms and Community Enforcement," Review of Economic Studies, Oxford University Press, vol. 59(1), pages 63-80.
- Fernandez, Raquel & Rogerson, Richard, 1997. "Keeping People Out: Income Distribution, Zoning, and the Quality of Public Education," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(1), pages 23-42, February.
- Raquel Fernandez & Richard Rogerson, 1993. "Keeping People Out: Income Distribution, Zoning and the Quality of Public Education," NBER Working Papers 4333, National Bureau of Economic Research, Inc.
- Fernandez, R. & Rogerson, R., 1993. "Keeping People Out: Income Distribution, Zoning and the Quality of Public Education," Papers 19, Boston University - Department of Economics.
- 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.
- 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.
- 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.
- repec:adr:anecst:y:2005:i:77 is not listed on IDEAS
- Cohen-Cole, Ethan, 2006. "Multiple groups identification in the linear-in-means model," Economics Letters, Elsevier, vol. 92(2), pages 157-162, August. Full references (including those not matched with items on IDEAS)