Multilevel Modelling with Spatial Effects
In multilevel modelling, interest in modeling the nested structure of hierarchical data has been accompanied by increasing attention to diÂ¤erent 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.
|Date of creation:||Mar 2011|
|Date of revision:|
|Contact details of provider:|| Postal: Sir William Duncan Building, 130 Rottenrow, Glasgow G4 0GE|
Phone: +44 (0)141 548 3842
Fax: +44 (0)141 548 4445
Web page: http://www.strath.ac.uk/economics/
More information through EDIRC
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.:
- repec:adr:anecst:y:2005:i:77:p:01 is not listed on IDEAS
- 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.
- Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, September.
- 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.
- Fielding, A., 1998.
"Why Use Arbitrary Points Scores: Ordered Categories in Models of Educational Progress,"
98-23, Department of Economics, University of Birmingham.
- 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.
- Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
- Margaret E. Slade, 2005. "The Role of Economic Space in Decision Making," Annals of Economics and Statistics, GENES, issue 77, pages 1-20.
- George A. Akerlof, 1997. "Social Distance and Social Decisions," Econometrica, Econometric Society, vol. 65(5), pages 1005-1028, September.
- 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.
- 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.
- Cohen-Cole, Ethan, 2006. "Multiple groups identification in the linear-in-means model," Economics Letters, Elsevier, vol. 92(2), pages 157-162, August.
- Michihiro Kandori, 1992. "Social Norms and Community Enforcement," Review of Economic Studies, Oxford University Press, vol. 59(1), pages 63-80.
- 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.
- repec:adr:anecst:y:2005:i:77 is not listed on IDEAS
- 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.
When requesting a correction, please mention this item's handle: RePEc:str:wpaper:1105. 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: (Kirsty Hall)
If references are entirely missing, you can add them using this form.