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  • 标题:Housing market analysis using a hierarchical–spatial approach: the case of Belo Horizonte, Minas Gerais, Brazil
  • 本地全文:下载
  • 作者:Marina Moreira de Aguiar ; Rodrigo Simões ; André Braz Golgher
  • 期刊名称:Regional Studies, Regional Science
  • 印刷版ISSN:2168-1376
  • 电子版ISSN:2168-1376
  • 出版年度:2014
  • 卷号:1
  • 期号:1
  • 页码:116-137
  • DOI:10.1080/21681376.2014.934391
  • 出版社:Taylor and Francis Ltd
  • 摘要:The paper analyzes the determinants of apartments’ prices in Belo Horizonte, MG, Brazil, with the use of hierarchical models, spatial models and a hierarchical-spatial approach. Besides the apartments’ characteristics, such as area, age and building standard, prices were determined by local urban amenities. The hierarchical models indicated that local variables, such as urban violence, infrastructure and services, explained over 75% of prices’ remaining variability. The spatial models analyzed if, after controlling for price variability with the explanatory variables in the second level of the hierarchical models, spatial correlations still existed in price determination. The positive and significant spatial coefficient in spatial autoregressive models (SAR) indicated spatial dependency. The hierarchical-spatial approach showed that over 70% of apartment prices’ remaining variability could be explained by local variables and that the lagged urban services variable explained another 12% of this variability.
  • 关键词:real estate market ; hedonic price models ; hierarchical models ; spatial econometrics ; Belo Horizonte ; Brazil
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