Semi-parametric tools for spatial hedonic models: an introduction to mixed geographically weighted regression and geoadditive models

Ghislain Geniaux (1) , Claude Napoleone (1)

1 ECODEVELOPPEMENT - Unité de recherche d'Écodéveloppement

This chapter focuses on the contribution of semi-parametric tools such as Mixed Geographically Weighted Regression (MGWR) (Fotheringham et al. 1997) and Geoadditive Models (Hastie and Tibshirani 1993; Kammann and Wand 2003) that belong to the General Additive Models family (GAM), to explore the effects of distance regressors on price and/or spatial nonstationarity of implicit house price coefficient in hedonic functions.

Mots clés: ECONOMIC LITTERATURE; LAND PRICES; HEDONIC FUNCTIONS; GENERAL ADDITIVE MODEL; REGRESSION LOCALE; REGRESSION GEOGRAPHIQUEMENT PONDEREE

Mots clés: ENVIRONMENT; MODELE MICROECONOMIQUE

Domaines: Sciences du Vivant [q-bio]; Sciences de l'Homme et Société

Ghislain Geniaux, Claude Napoleone. Semi-parametric tools for spatial hedonic models: an introduction to mixed geographically weighted regression and geoadditive models. Hedonic methods in housing markets: pricing environmental amenities and segregation, Springer, 2008, 978-0-387-76814-4. ⟨hal-02823402⟩