Benjamin Hofner

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	All	Since 2016
Citations	2467	1796
h-index	27	22
i10-index	45	39

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Andreas MayrDept. of Medical Biometry, Informatics and Epidemiology, University of BonnVerified email at uni-bonn.de
Thomas KneibChair of Statistics, Georg-August-University GöttingenVerified email at uni-goettingen.de
Torsten HothornVerified email at R-project.org
Markus GökerDSMZVerified email at dsmz.de
Lea A.I. VaasPostdocVerified email at ime.fraunhofer.de
Helmut KüchenhoffInstitut für Statistik, LMU MünchenVerified email at stat.uni-muenchen.de
Johannes SikorskiResearch Assistant, Microbial Ecology and Diversity Research, DSMZVerified email at dsmz.de
Peter BühlmannProfessor of Statistics and Mathematics, ETH ZurichVerified email at stat.math.ethz.ch
Hans-Peter KlenkNewcastle University, Newcastle upon TyneVerified email at newcastle.ac.uk
Olaf GefellerUniversity of Erlangen-NurembergVerified email at fau.de
Nikolay RobinzonovDepartment of Statistics, LMU MunichVerified email at stat.uni-muenchen.de
Adam D. SmithQuantitative Ecologist; US Fish & Wildlife ServiceVerified email at fws.gov
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Johannes KornhuberProfessor for Psychiatry, University of ErlangenVerified email at uk-erlangen.de
Maria del Carmen Montero-CalasanzLecturer in Biology of Actinomycetes, Newcastle UniversityVerified email at ncl.ac.uk
Maher GtariProfessor (full), University Carthage, National Institute of Applied Sciences and TechnologyVerified email at insat.rnu.tn
Janek ThomasLudwig-Maximilians-University MunichVerified email at stat.uni-muenchen.de
Fabian ScheiplLMU Munich / Munich Center for Machine LearningVerified email at stat.uni-muenchen.de
Pascal KerschkeProfessor of Big Data Analytics in Transportation, TU Dresden, GermanyVerified email at tu-dresden.de
Jakob BossekWestfälische Wilhelms Universität MünsterVerified email at wi.uni-muenster.de

Benjamin Hofner

Head of Section Biostatistics, Paul-Ehrlich-Institute

Verified email at pei.de - Homepage

Biostatistics Trial Design Statistical Modelling Boosting Computational Statistics


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mboost: Model-Based Boosting T Hothorn, P Bühlmann, T Kneib, M Schmid, B Hofner URL http://CRAN.R-project.org/package=mboost, 0	233*
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	227	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	199	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	170	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	159	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	130	2016
Controlling false discoveries in high-dimensional situations: Boosting with stability selection B Hofner, L Boccuto, M Göker BMC Bioinformatics 16 (144), 2015	100	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	90	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	73	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	57	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	49	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	47	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	43	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	43	2009
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	41	2019
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	41	2019
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	40	2017
gamboostLSS: Boosting Methods for GAMLSS B Hofner, A Mayr, N Fenske, M Schmid http://cran.r-project.org/web/packages/gamboostLSS/index.html, 2012	39*	2012
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	38	2018
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	38	2013

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