Edit Profile (opens in new tab) Hofner, Benjamin Compute Distance To: Compute Author ID: hofner.benjamin Published as: Hofner, Benjamin External Links: MGP · ORCID Documents Indexed: 13 Publications since 2010, including 1 Book Co-Authors: 32 Co-Authors with 12 Joint Publications 426 Co-Co-Authors all top 5 Co-Authors 1 single-authored 6 Kneib, Thomas 4 Mayr, Andreas 4 Schmid, Matthias 3 Hothorn, Torsten 2 Bischl, Bernd 1 Amos, Christopher I. 1 Bickeböller, Heike 1 Bossek, Jakob 1 Bühlmann, Peter 1 Burger, Patricia 1 Casalicchio, Giuseppe 1 Chang-Claude, Jenny 1 Edler, Lutz 1 Friedrichs, Stefanie 1 Gefeller, Olaf 1 Hartl, Wolfgang 1 Hepp, Tobias 1 Kerschke, Pascal 1 Kirchhoff, Dominik 1 Küchenhoff, Helmut 1 Lang, Michel 1 Manitz, Juliane 1 Meyer, Sebastian 1 Mirkov, Radoslava 1 Otto-Sobotka, Fabian 1 Risch, Angela 1 Robinzonov, Nikolay 1 Seibold, Heidi 1 Thomas, Janek 1 Vanschoren, Joaquin 1 Waldmann, Elisabeth 1 Wichmann, Heinz-Erich all top 5 Serials 3 Computational Statistics 2 Statistical Modelling 2 Computational & Mathematical Methods in Medicine 2 Statistics and Computing 1 Biometrical Journal 1 Journal of Machine Learning Research (JMLR) Fields 12 Statistics (62-XX) 5 Computer science (68-XX) 2 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 11 Publications have been cited 68 times in 49 Documents Cited by ▼ Year ▼ Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 24 2010 Model-based boosting in R: a hands-on tutorial using the R package mboost. Zbl 1306.65069Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias 17 2014 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 5 2018 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 An update on statistical boosting in biomedicine. Zbl 1397.92018Mayr, Andreas; Hofner, Benjamin; Waldmann, Elisabeth; Hepp, Tobias; Meyer, Sebastian; Gefeller, Olaf 3 2017 Pathway-based kernel boosting for the analysis of genome-wide association studies. Zbl 1382.92127Friedrichs, Stefanie; Manitz, Juliane; Burger, Patricia; Amos, Christopher I.; Risch, Angela; Chang-Claude, Jenny; Wichmann, Heinz-Erich; Kneib, Thomas; Bickeböller, Heike; Hofner, Benjamin 2 2017 Boosting in structured additive models. Zbl 1274.62029Hofner, Benjamin 2 2012 OpenML: an R package to connect to the machine learning platform OpenML. Zbl 07095922Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd 1 2019 Building Cox-type structured hazard regression models with time-varying effects. Zbl 07256835Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut 1 2011 Reproducible research in statistics: a review and guidelines for the Biometrical Journal. Zbl 1381.62272Hofner, Benjamin; Schmid, Matthias; Edler, Lutz 1 2016 OpenML: an R package to connect to the machine learning platform OpenML. Zbl 07095922Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd 1 2019 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 5 2018 An update on statistical boosting in biomedicine. Zbl 1397.92018Mayr, Andreas; Hofner, Benjamin; Waldmann, Elisabeth; Hepp, Tobias; Meyer, Sebastian; Gefeller, Olaf 3 2017 Pathway-based kernel boosting for the analysis of genome-wide association studies. Zbl 1382.92127Friedrichs, Stefanie; Manitz, Juliane; Burger, Patricia; Amos, Christopher I.; Risch, Angela; Chang-Claude, Jenny; Wichmann, Heinz-Erich; Kneib, Thomas; Bickeböller, Heike; Hofner, Benjamin 2 2017 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 Reproducible research in statistics: a review and guidelines for the Biometrical Journal. Zbl 1381.62272Hofner, Benjamin; Schmid, Matthias; Edler, Lutz 1 2016 Model-based boosting in R: a hands-on tutorial using the R package mboost. Zbl 1306.65069Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias 17 2014 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 Boosting in structured additive models. Zbl 1274.62029Hofner, Benjamin 2 2012 Building Cox-type structured hazard regression models with time-varying effects. Zbl 07256835Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut 1 2011 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 24 2010 all cited Publications top 5 cited Publications all top 5 Cited by 121 Authors 7 Hofner, Benjamin 7 Kneib, Thomas 6 Schmid, Matthias 5 Greven, Sonja 4 Boulesteix, Anne-Laure Isabeau 4 Mayr, Andreas 4 Tutz, Gerhard E. 3 Groll, Andreas 3 Hothorn, Torsten 3 Scheipl, Fabian 2 Binder, Harald 2 Bischl, Bernd 2 Brockhaus, Sarah 2 De Bin, Riccardo 2 Gertheiss, Jan 2 Hepp, Tobias 2 Petry, Sebastian 1 Abhishake 1 Amos, Christopher I. 1 Bar-Hen, Avner 1 Ben Taieb, Souhaib 1 Bender, Andreas O. 1 Benedet, Andréa L. 1 Berger, Moritz 1 Bergherr, Elisabeth 1 Bernau, Christoph 1 Bickeböller, Heike 1 Blackstone, Eugene H. 1 Bommert, Andrea 1 Bueno Filho, Júlio Sílvio de Sousa 1 Bühlmann, Peter 1 Burger, Patricia 1 Chang-Claude, Jenny 1 Cirillo, Marcelo Angelo 1 Conde, David 1 Crăiniceanu, Ciprian-Mugur 1 Dao, Mai 1 de Menezes, Fortunato Silva 1 Du, Jianqiang 1 Ehrlinger, John 1 Engebretsen, Solveig 1 English, D. R. 1 Ernest, Jan 1 Fernández Temprano, Miguel Alejandro 1 Friede, Tim 1 Friedrichs, Stefanie 1 Gefeller, Olaf 1 Gey, Servane 1 Ghosh, Souparno 1 Glad, Ingrid K. 1 Hambuckers, Julien 1 Huang, Canyi 1 Hyndman, Rob J. 1 Ishwaran, Hemant 1 Janitza, Silke 1 Kawakami, Ryo 1 Kestler, Hans A. 1 Kogalur, Udaya B. 1 Lang, Michel 1 Li, Liang 1 Lian, Heng 1 Lin, Yuan-Hsin 1 Liska, Gilberto Rodrigues 1 Manitz, Juliane 1 Marra, Giampiero 1 Martins, Rui Paulo 1 McNair, P. D. 1 Meyer, Sebastian 1 Michimae, Hirofumi 1 Ng, Serena 1 Nie, Bin 1 Oelker, Margret-Ruth 1 Opitz, Madeleine 1 Oualkacha, Karim 1 Ouhourane, Mohamed 1 Pande, Amol 1 Peters, Jonas 1 Poggi, Jean-Michel 1 Probst, Philipp 1 Radice, Rosalba 1 Rahnenführer, Jörg 1 Rajeswaran, Jeevanantham 1 Reulen, Holger 1 Risch, Angela 1 Robinzonov, Nikolay 1 Rohmer, Jeremy 1 Rueda, Cristina 1 Rügamer, David 1 Salvador, Bonifacio 1 Schaffer, Sophia Anna 1 Seibold, Heidi 1 Sivananthan, Sivalingam 1 Sobotka, Fabian 1 Stöcker, Almond 1 Sweeney, Elizabeth M. 1 Tang, Anmin 1 Tang, Niansheng 1 Tang, Xingyu 1 Te Marvelde, L. 1 Thomas, Janek ...and 21 more Authors all top 5 Cited in 22 Serials 9 Computational Statistics 7 Statistics and Computing 5 Statistical Modelling 4 Biometrical Journal 4 Computational & Mathematical Methods in Medicine 2 Computational Statistics and Data Analysis 2 Statistical Methods and Applications 1 The Annals of Statistics 1 Journal of Econometrics 1 Machine Learning 1 Communications in Statistics. Simulation and Computation 1 Test 1 Applied and Computational Harmonic Analysis 1 Lifetime Data Analysis 1 Journal of Applied Statistics 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Mathematical Geosciences 1 Statistics Surveys 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 9 Fields 46 Statistics (62-XX) 9 Computer science (68-XX) 6 Biology and other natural sciences (92-XX) 3 Numerical analysis (65-XX) 2 Geophysics (86-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year