Multilevel Modelling with Spatial Effects

L. Corrado, B. Fingleton

Research output: Working paperDiscussion paper

5 Downloads (Pure)

Abstract

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.
Original languageEnglish
Place of PublicationGlasgow
PublisherUniversity of Strathclyde
Pages1-21
Number of pages22
Volume11
Publication statusPublished - Feb 2011

    Fingerprint

Keywords

  • multilevel modelling
  • spatial effects
  • fixed effects
  • random effects
  • IGLS
  • FGS2SLS

Cite this

Corrado, L., & Fingleton, B. (2011). Multilevel Modelling with Spatial Effects. (05 ed.) (pp. 1-21). Glasgow: University of Strathclyde.