Benjamin Hofner
Benjamin Hofner
Head of Section Biostatistics, Paul-Ehrlich-Institute
Verified email at - Homepage
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mboost: Model-Based Boosting
T Hothorn, P Bühlmann, T Kneib, M Schmid, B Hofner
URL, 0
Model-based boosting in R: a hands-on tutorial using the R package mboost
B Hofner, A Mayr, N Robinzonov, M Schmid
Computational Statistics 29 (1-2), 3-35, 2014
opm: an R package for analysing OmniLog® phenotype microarray data
LAI Vaas, J Sikorski, B Hofner, A Fiebig, N Buddruhs, HP Klenk, M Göker
Bioinformatics 29 (14), 1823-1824, 2013
Model-based boosting 2.0
T Hothorn, P Bühlmann, T Kneib, M Schmid, B Hofner
Journal of Machine Learning Research 11, 2109-2113, 2010
Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting
A Mayr, N Fenske, B Hofner, T Kneib, M Schmid
Journal of the Royal Statistical Society: Series C (Applied Statistics) 61 …, 2012
Fracture rates and lifetime estimations of CAD/CAM all-ceramic restorations
R Belli, A Petschelt, B Hofner, J Hajtó, SS Scherrer, U Lohbauer
Journal of dental research 95 (1), 67-73, 2016
Controlling false discoveries in high-dimensional situations: Boosting with stability selection
B Hofner, L Boccuto, M Göker
BMC Bioinformatics 16 (144), 2015
A framework for unbiased model selection based on boosting
B Hofner, T Hothorn, T Kneib, M Schmid
Journal of Computational and Graphical Statistics 20 (4), 2011
The importance of knowing when to stop. A sequential stopping rule for component-wise gradient boosting.
A Mayr, B Hofner, M Schmid
Methods of information in medicine 51 (2), 178-186, 2012
gamboostLSS: An R Package for Model Building and Variable Selection in the GAMLSS Framework
B Hofner, A Mayr, M Schmid
arXiv preprint arXiv:1407.1774, 2014
Are the effects of a non-drug multimodal activation therapy of dementia sustainable? Follow-up study 10 months after completion of a randomised controlled trial
K Luttenberger, B Hofner, E Graessel
BMC neurology 12 (1), 151, 2012
Orexin A expression and promoter methylation in patients with alcohol dependence comparing acute and protracted withdrawal
K Bayerlein, T Kraus, I Leinonen, D Pilniok, A Rotter, B Hofner, ...
Alcohol 45 (6), 541-547, 2011
Intrauterine growth restriction (IUGR) is associated with increased leptin synthesis and binding capability in neonates
A Tzschoppe, E Struwe, W Rascher, HG Dörr, RL Schild, TW Goecke, ...
Clinical endocrinology 74 (4), 459-466, 2011
Prognostic factors in critically ill patients suffering from secondary peritonitis: a retrospective, observational, survival time analysis
CP Schneider, C Seyboth, M Vilsmaier, H Küchenhoff, B Hofner, ...
World journal of surgery 33 (1), 34-43, 2009
gamboostLSS: Boosting Methods for GAMLSS
B Hofner, A Mayr, N Fenske, M Schmid, 2012
mboost: Model-Based Boosting, 2012
T Hothorn, P Bühlmann, T Kneib, M Schmid, B Hofner
URL http://CRAN. R-project. org/package= mboost. R package version, 2.1-3, 2013
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates
J Thomas, A Mayr, B Bischl, M Schmid, A Smith, B Hofner
Statistics and Computing 28 (3), 673-687, 2018
Success of a deadwood enrichment strategy in production forests depends on stand type and management intensity
I Doerfler, J Müller, MM Gossner, B Hofner, WW Weisser
Forest Ecology and Management 400, 607-620, 2017
OpenML: An R package to connect to the machine learning platform OpenML
G Casalicchio, J Bossek, M Lang, D Kirchhoff, P Kerschke, B Hofner, ...
Computational Statistics 34 (3), 977-991, 2019
mboost: Model-Based Boosting, R package version 2.2-3
T Hothorn, P Buehlmann, T Kneib, M Schmid, B Hofner, F Sobotka, ...
URL: http://CRAN. R-project. org/package= mboost, 2013
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