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Spatial Interactions in Hedonic Pricing Models

Spatial Interactions in Hedonic Pricing Models: The Urban Housing Market of Aveiro, Portugal

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Authors

  • Arnab Bhattacharjee
  • Eduardo Castro
  • Joao Marques

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Info

Original languageEnglish
Pages133-167
Number of pages35
JournalSpatial Economic Analysis
Journal publication dateMar 2012
Volume7
Issue1
DOIs
StatePublished

Abstract

Spatial heterogeneity, spatial dependence and spatial scale constitute key features of spatial analysis of housing markets. However, the common practice of modelling spatial dependence as being generated by spatial interactions through a known spatial weights matrix is often not satisfactory. While existing estimators of spatial weights matrices are based on repeat sales or panel data, this paper takes the approach to a cross-section setting. Specifically, based on an a priori definition of housing submarkets and the assumption of a multifactor model, toe develop maximum likelihood methodology to estimate hedonic models that facilitate understanding of both spatial heterogeneity and spatial interactions. The methodology, based on statistical orthogonal factor analysis, applied to the urban housing market of Aveiro (Portugal) at two different spatial scales, provides exciting inferences on the spatial structure of the housing market.

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