Local forms of spatial analysis

A. Stewart Fotheringham, Chris Brunsdon

Research output: Contribution to journalArticlepeer-review

212 Scopus citations

Abstract

Local forms of spatial analysis focus on exceptions to the general trends represented by more traditional global forms of spatial analysis. There is currently a rapid expansion in the development of sue)'i techniques but their historij almost exactly parallels that of Geographical Analysis, with the first examples of local analysis appearing in the late 1960s. Indeed, Geographical Analysis has published many of the significant contributions in this field. This paper reviews the development of local forms of spatial analysis and assesses the current situation. Following a discussion on the nature and importance of local analysis, examples are given of local forms of point pattern analysis; local graphical approaches; local measures of spatial dependency; the spatial expansion method; adaptive filtering; multilevel modeling; geographically weighted regression; random coefficients models; autoregressive models; and local forms of spatial interaction models.

Original languageEnglish (US)
Pages (from-to)354-358
Number of pages5
JournalGeographical Analysis
Volume31
Issue number4
StatePublished - 1999
Externally publishedYes

ASJC Scopus subject areas

  • Geography, Planning and Development
  • Earth-Surface Processes

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