Multilevel Modelling with Spatial Effects
AbstractIn 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.
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Bibliographic InfoPaper provided by University of Strathclyde Business School, Department of Economics in its series Working Papers with number 1105.
Length: 22 pages
Date of creation: Mar 2011
Date of revision:
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More information through EDIRC
Multilevel Modelling; Spatial Effects; Fixed Effects; Random EÂ¤ects; IGLS; FGS2SLS.;
Other versions of this item:
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
- R0 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-03-12 (All new papers)
- NEP-ECM-2011-03-12 (Econometrics)
- NEP-GEO-2011-03-12 (Economic Geography)
- NEP-URE-2011-03-12 (Urban & Real Estate Economics)
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.:
- Cohen-Cole, Ethan, 2006. "Multiple groups identification in the linear-in-means model," Economics Letters, Elsevier, vol. 92(2), pages 157-162, August.
- Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, December.
- Luisa Corrado & Bernard Fingleton, 2011.
"Where is the Economics in Spatial Econometrics?,"
SERC Discussion Papers
0071, Spatial Economics Research Centre, LSE.
- Corrado, L. & Fingleton, B., 2011. "Where is the economics in spatial econometrics?," SIRE Discussion Papers 2011-02, Scottish Institute for Research in Economics (SIRE).
- Luisa Corrado & Bernard Fingleton, 2011. "Where is the Economics in Spatial Econometrics?," Working Papers 1101, University of Strathclyde Business School, Department of Economics.
- Susana Katherine Chacón Espejo & Dusan Paredes Araya, 2013. "Spatial Income Inequality in Chile and the Rol of Spatial Labor Sorting," Documentos de Trabajo en Economia y Ciencia Regional 46, Universidad Catolica del Norte, Chile, Department of Economics, revised Apr 2013.
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