We give an overview over smooth back tting type estimators in additive models. Moreover we illustrate their wide … applicability in models closely related to additive models such as nonparametric regression with dependent error variables where the … GARCH-models. We also discuss extensions to varying coeffcient models, additive models with missing observations, and the …

classifier based upon generalized additive models (GAMs), in which both performance and interpretability are reconciled, is …

We give an overview over smooth backtting type estimators in additive models. Moreover we il- lustrate their wide … applicability in models closely related to additive models such as nonparametric regression with dependent error variables where the … GARCH-models. We also discuss extensions to varying coecient models, additive models with missing observations, and the case …

of regressions using GAM (Generalized Additive Models). Although the approach has been developed to be applied for living …