A Semiparametric Method for Valuing Residential Locations: Application to Automated Valuation

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Modelling hedonic residential rents for land use and transport simulation while considering spatial effects (2010, methodology): “Consequently, there have been attempts to use semi- or nonparametric methods (Clapp 2003, 2004; Fahrländer 2005; Pace 1993, 1998; Parmeter et al. 2007), which allow for the possibility of nonlinearity in the hedonic price functions and exible modeling of the in uence of continuous covariates on the…”
Spatial Dependence, Housing Submarkets, and House Price Prediction (2007, background): “This usually implies incorporating geographical coordinates or other spatial indicators as regressors, parametrically or even nonparametrically (Colwell 1998; Clapp 2003; Fik et al. 2003).”
Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods (2010, methodology): “This approach is related to the local regression model of Clapp (2003), which is one of the models considered by Case, Clapp, Dubin, and Rodriguez (2004), and other methods that have come out of the geographical literature (see, for example, Geniaux and Napoléone, 2008).”