Alternative Models for Describing Spatial Dependence among Dwelling Selling Prices |
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Authors: | A F Militino M D Ugarte L García-Reinaldos |
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Institution: | (1) Departamento de Estadística e Investigación Operativa, Universidad Pública de Navarra, Campus de Arrosadía, 31006 Pamplona, Spain |
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Abstract: | In this article different spatial statistics techniques to analyze the behavior of used dwelling market prices are compared. We fit two lattice models: simultaneous and conditional autoregressive, a geostatistical model, the so-called universal kriging and finally, a linear mixed-effect model. Different spatial neighborhood structures are considered, as well as different spatial weight matrices and covariance models. The results are illustrated through a real data set of 293 properties from Pamplona, Spain. |
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Keywords: | linear mixed effects SAR CAR kriging hedonic pricing geostatistical lattice models |
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