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