Generally, with reference to the geographical variability of real estate values, the observed variables may have non-linear relationships with the response variable. For this reason it’s possible to combine kriging techniques with additive models to obtain the geoadditive models. In this paper a geoadditive model based on penalized spline functions has been applied, in order to obtain improvements respect to usual Kriging techniques and to provide a spatial distribution of real estate unitary values for a central area of the city of Reggio Calabria (Italy). This is the first preliminary phase for the verification of the robustness of the real estate sample, or for the subsequent individuation of progressive real estate sub-samples, for to detect and to identify possible potential market premium in real estate exchange and rent markets for green buildings.
Isovalore maps for the spatial analysis of real estate market: A case study for a central urban area of reggio calabria, Italy / De Paola, Pierfrancesco; Del Giudice, Vincenzo; Massimo, Domenico Enrico; Forte, Fabiana; Musolino, Mariangela; Malerba, Alessandro. - 100:(2019), pp. 402-410. (Intervento presentato al convegno 3rd International New Metropolitan Perspectives. Local Knowledge and Innovation dynamics towards territory attractiveness through the implementation of Horizon/Europe2020/Agenda2030, 2018 tenutosi a ita nel 2018) [10.1007/978-3-319-92099-3_46].
Isovalore maps for the spatial analysis of real estate market: A case study for a central urban area of reggio calabria, Italy
De Paola, Pierfrancesco
;Del Giudice, Vincenzo;Forte, Fabiana;
2019
Abstract
Generally, with reference to the geographical variability of real estate values, the observed variables may have non-linear relationships with the response variable. For this reason it’s possible to combine kriging techniques with additive models to obtain the geoadditive models. In this paper a geoadditive model based on penalized spline functions has been applied, in order to obtain improvements respect to usual Kriging techniques and to provide a spatial distribution of real estate unitary values for a central area of the city of Reggio Calabria (Italy). This is the first preliminary phase for the verification of the robustness of the real estate sample, or for the subsequent individuation of progressive real estate sub-samples, for to detect and to identify possible potential market premium in real estate exchange and rent markets for green buildings.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
