We apply additive mixed regression models (AMM) to estimate hedonic price equations. Non-linear effects of continuous …

regression (STAR) model simultaneously, modeling potentially nonlinear effects as P(enalized)-Splines and controlling for cluster …

We apply additive mixed regression models (AMM) to estimate hedonic price equations. Non-linear effects of continuous … house price gradients, leading to a considerable improvement of model quality and predictive power. -- hedonic regression …

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 …