Geoadditive Models for Property Market

Vincenzo del Giudice; Pierfrancesco de Paola

doi:10.4028/www.scientific.net/AMM.584-586.2505

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 584-586Geoadditive Models for Property Market

Geoadditive Models for Property Market

Abstract:

Geoadditive models represent efficient and flexible tools, useful in modeling realistically complex situations. Mainly they are based on semi-parametric regressions often integrated by Kriging techniques for the spatial interpolation of surfaces. One of the choices to be made for determination of interpolated surfaces regards the specific function to be used to estimate the unknown values. The choice may currently occur between exponential, gaussian, linear, rational or spherical functions. In this working paper a geoadditive model based on penalized spline functions has been proposed, in order to obtain improvements in forecasting of interpolated surfaces respect to usual Kriging techniques. The main aim of this study is the identification of methodology in able to define and delineate the real estate market scenarios for urban areas through analysis of property values and their spatial distribution.

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Periodical:

Applied Mechanics and Materials (Volumes 584-586)

Pages:

2505-2509

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.584-586.2505

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Online since:

July 2014

Authors:

Vincenzo del Giudice, Pierfrancesco de Paola*

Keywords:

Geoadditive Models, Kriging, Penalized Spline, Property Market, Real Estate Values

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