Nikolaus Umlauf

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 3

Top Topics

Regression Methods

Linear Regression

Gaussian Process Regression

Model Averaging

Top Venues

J. Stat. Softw.

Comput. Stat. Data Anal.

Publications

Nikolaus Umlauf, Nadja Klein, Thorsten Simon, Achim Zeileis
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond). J. Stat. Softw. 100 (4) (2021)
Andreas Groll, Julien Hambuckers, Thomas Kneib, Nikolaus Umlauf
LASSO-type penalization in the framework of generalized additive models for location, scale and shape. Comput. Stat. Data Anal. 140 (2019)
Nikolaus Umlauf, Nadja Klein, Thorsten Simon, Achim Zeileis
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond). CoRR (2019)
Stefan Lang, Nikolaus Umlauf, Peter Wechselberger, Kenneth Harttgen, Thomas Kneib
Multilevel structured additive regression. Stat. Comput. 24 (2) (2014)
Alexander M. Strasak, Nikolaus Umlauf, Ruth M. Pfeiffer, Stefan Lang
Comparing penalized splines and fractional polynomials for flexible modelling of the effects of continuous predictor variables. Comput. Stat. Data Anal. 55 (4) (2011)
Stefan Lang, Nikolaus Umlauf
Applications of Multilevel Structured Additive Regression Models to Insurance Data. COMPSTAT (2010)