Erscheinungsjahr | Titel | Autor:innen |
2010 | Comparing Penalized Splines and Fractional Polynomials for Flexible Modelling of the Effects of Continuous Predictor Variables | Strasak, Alexander; Umlauf, Nikolaus; Pfeiffer, Ruth; Lang, Stefan |
2010 | Applications of Multilevel Structured Additive Regression Models to Insurance Data | Lang, Stefan; Umlauf, Nikolaus |
2010 | Modeling House Prices using Multilevel Structured Additive Regression | Brunauer, Wolfgang; Lang, Stefan; Umlauf, Nikolaus |
2011 | Why Does It Always Rain on Me? A Spatio-Temporal Analysis of Precipitation in Austria | Umlauf, Nikolaus; Mayr, Georg; Messner, Jakob; Zeileis, Achim |
2012 | Flexible Generation of E-Learning Exams in R: Moodle Quizzes, OLAT Assessments, and Beyond | Zeileis, Achim; Umlauf, Nikolaus; Leisch, Friedrich |
2012 | Structured Additive Regression Models: An R Interface to BayesX | Umlauf, Nikolaus; Adler, Daniel; Kneib, Thomas; Lang, Stefan; Zeileis, Achim |
2012 | Multilevel structured additive regression | Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas |
2014 | Statistical risk analysis for real estate collateral valuation using Bayesian distributional and quantile regression | Razen, Alexander; Brunauer, Wolgang; Klein, Nadja; Kneib, Thomas; Lang, Stefan; Umlauf, Nikolaus |
2016 | Spatio-temporal precipitation climatology over complex terrain using a censored additive regression model | Stauffer, Reto; Messner, Jakob W.; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim |
2016 | Ensemble post-processing of daily precipitation sums over complex terrain using censored high-resolution standardized anomalies | Stauffer, Reto; Messner, Jakob; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim |
2017 | BAMLSS: Bayesian additive models for location, scale and shape (and beyond) | Umlauf, Nikolaus; Klein, Nadja; Zeileis, Achim |
2017 | Probabilistic forecasting of thunderstorms in the Eastern Alps | Simon, Thorsten; Fabsic, Peter; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim |
2017 | A primer on Bayesian distributional regression | Kneib, Thomas; Umlauf, Nikolaus |
2018 | LASSO-type penalization in the framework of generalized additive models for location, scale and shape | Groll, Andreas; Hambuckers, Julien; Kneib, Thomas; Umlauf, Nikolaus |
2018 | Lightning prediction using model output statistics | Simon, Thorsten; Mayr, Georg J.; Umlauf, Nikolaus; Zeileis, Achim |
2024 | Modeling multiplicative interaction effects in Gaussian structured additive regression models | Aschersleben, Philipp; Granna, Julian; Kneib, Thomas; Lang, Stefan; Umlauf, Nikolaus; Steiner, Winfried J. |
2024 | A parsimonious hedonic distributional regression model for large data with heterogeneous covariate effects | Granna, Julian; Lang, Stefan; Umlauf, Nikolaus |