| mboost: Model-Based Boosting T Hothorn, P Bühlmann, T Kneib, M Schmid, B Hofner URL http://CRAN.R-project.org/package=mboost, 0 | 214* | |
| 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 | 178 | 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 | 178 | 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 | 147 | 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 | 131 | 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 | 87 | 2016 |
| 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 | 80 | 2011 |
| Controlling false discoveries in high-dimensional situations: Boosting with stability selection B Hofner, L Boccuto, M Göker BMC Bioinformatics 16 (144), 2015 | 76 | 2015 |
| 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 | 61 | 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 | 48 | 2014 |
| 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 | 40 | 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 | 40 | 2009 |
| 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 | 38 | 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 | 38 | 2011 |
| gamboostLSS: Boosting Methods for GAMLSS B Hofner, A Mayr, N Fenske, M Schmid http://cran.r-project.org/web/packages/gamboostLSS/index.html, 2012 | 35* | 2012 |
| 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 | 30 | 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 | 29 | 2019 |
| 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 | 28 | 2018 |
| Geodermatophilus poikilotrophi sp. nov.: A Multitolerant Actinomycete Isolated from Dolomitic Marble MC Montero-Calasanz, B Hofner, M Göker, M Rohde, C Spröer, K Hezbri, ... BioMed Research International 2014, 2014 | 28 | 2014 |
| Multiple biomarker strategy for improved diagnosis of acute heart failure in older patients presenting to the emergency department P Bahrmann, A Bahrmann, B Hofner, M Christ, SAC Sieber, T Bertsch European Heart Journal, 2015 | 25 | 2015 |
Andreas MayrDept. of Medical Biometry, Informatics and Epidemiology, University of BonnVerified email at uni-bonn.de
