of real estate prices. To meet these requirements, we develop and compare multilevel structured additive regression … models based on GAMLSS type approaches and quantile regression, respectively. Our models involve linear, nonlinear and …

in fact non-linear, misspecifying the functional form can adversely affect inference. While mean regression models only … semi-parametrically using Bayesian geoadditive quantile regression models. The flexibility of this model class overcomes … results stress the importance of making use of semi-parametric regression models as several covariates influence farmland …