Edit Profile (opens in new tab) Hothorn, Torsten Compute Distance To: Compute Author ID: hothorn.torsten Published as: Hothorn, Torsten; Hothorn, T. External Links: MGP Documents Indexed: 44 Publications since 2002, including 4 Books 1 Further Contribution Co-Authors: 33 Co-Authors with 41 Joint Publications 689 Co-Co-Authors all top 5 Co-Authors 4 single-authored 8 Lausen, Berthold 7 Bühlmann, Peter 6 Kneib, Thomas 5 Zeileis, Achim 4 Everitt, Brian S. 3 Bretz, Frank 3 Hofner, Benjamin 3 Hornik, Kurt 3 Schmid, Matthias 2 Hapfelmeier, Alexander 2 Leisch, Friedrich 2 Peters, Andrea 2 Tutz, Gerhard E. 2 Ulm, Kurt W. 2 Westfall, Peter H. 1 Ahmed, Ismaïl 1 Brockhaus, Sarah 1 Brown, Phil 1 Draper, David 1 Dudoit, Sandrine 1 Fang, Zhou 1 Fenske, Nora 1 Gandy, Axel 1 Greven, Sonja 1 Griffin, Jim E. 1 Hennig, Christian 1 Holmes, Christopher C. 1 Hothorn, Ludwig A. 1 Kent, John T. 1 Kirk, Paul D. W. 1 Krause, Friedemann 1 Leng, Chenlei 1 Levina, Elizaveta 1 Lewin, Alexandra M. 1 Meinshausen, Nicolai 1 Molinaro, Annette M. 1 Möst, Lisa 1 Nott, David John 1 Nugent, Rebecca 1 Pflüger, Rafael 1 Rabe, Christina 1 Richardson, Sylvia 1 Rinaldo, Alessandro 1 Robinzonov, Nikolay 1 Rothman, Adam J. 1 Samworth, Richard J. 1 Scheipl, Fabian 1 Schlosser, Lisa 1 Schumacher, Martin 1 Seibold, Heidi 1 Shah, Rajen Dinesh 1 Shawe-Taylor, John 1 Singh, Aarti 1 Stauffer, Reto 1 Strobl, Carolin 1 Stumpf, Michael P. H. 1 Sun, Shiliang 1 Tong, Howell 1 Tsybakov, Alexandre B. 1 Van der Laan, Mark Johannes 1 Wasserman, Larry Alan 1 Yen, Tso-Jung 1 Yen, Yu-Min 1 Zhang, Cun-Hui 1 Zhu, Ji 1 Zou, Hui all top 5 Serials 5 Computational Statistics and Data Analysis 4 Biometrical Journal 3 Biometrics 3 Statistics and Computing 2 Statistical Science 2 Computational Statistics 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Statistical Modelling 2 Journal of Machine Learning Research (JMLR) 1 Scandinavian Journal of Statistics 1 Journal of the American Statistical Association 1 Pattern Recognition 1 Statistical Papers 1 Biostatistics 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 AStA. Advances in Statistical Analysis 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Use R! Fields 43 Statistics (62-XX) 7 Numerical analysis (65-XX) 7 Computer science (68-XX) 4 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 34 Publications have been cited 418 times in 291 Documents Cited by ▼ Year ▼ Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 122 2010 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 104 2007 Survival ensembles. Zbl 1170.62385Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J. 36 2006 Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146Fenske, Nora; Kneib, Thomas; Hothorn, Torsten 30 2011 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 24 2010 Variable selection and model choice in geoadditive regression models. Zbl 1167.62096Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard 23 2009 Boosting additive models using component-wise P-splines. Zbl 1231.62071Schmid, Matthias; Hothorn, Torsten 21 2008 Multiple comparison procedures in linear models. Zbl 1147.62355Bretz, Frank; Hothorn, Torsten; Westfall, Peter 20 2008 Bundling classifiers by bagging trees. Zbl 1429.62246Hothorn, Torsten; Lausen, Berthold 16 2005 On the exact distribution of maximally selected rank statistics. Zbl 1429.62542Hothorn, Torsten; Lausen, Berthold 15 2003 Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144Hothorn, Torsten; Lausen, Berthold 14 2003 partykit: a modular toolkit for recursive partytioning in R. Zbl 1351.62005Hothorn, Torsten 14 2015 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 Simultaneous inference in general parametric models. Zbl 1442.62415Hothorn, Torsten; Bretz, Frank; Westfall, Peter 12 2008 An introduction to applied multivariate analysis with R. Zbl 1306.62010Everitt, Brian; Hothorn, Torsten 8 2011 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 Generalized maximally selected statistics. Zbl 1151.62086Hothorn, Torsten; Zeileis, Achim 6 2008 A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012Hothorn, Torsten; Everitt, Brian S. 6 2014 Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. Zbl 1243.62092Hapfelmeier, A.; Hothorn, T.; Ulm, K. 6 2012 A new variable importance measure for random forests with missing data. Zbl 1325.62011Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin 6 2014 A toolbox of permutation tests for structural change. Zbl 1416.62257Zeileis, Achim; Hothorn, Torsten 6 2013 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 4 2018 The functional linear array model. Zbl 07258990Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 4 2015 A handbook of statistical analyses using R. Zbl 1087.62001Everitt, Brian S.; Hothorn, Torsten 3 2006 Generalised linear model trees with global additive effects. Zbl 1474.62269Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim 3 2019 A handbook of statistical analyses using R. 2nd ed. Zbl 1170.62001Everitt, Brian S.; Hothorn, Torsten 2 2010 Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164Bühlmann, Peter; Hothorn, Torsten 2 2007 Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. Zbl 1442.62414Hothorn, Ludwig A.; Hothorn, Torsten 2 2009 Transformation boosting machines. Zbl 1436.62140Hothorn, Torsten 2 2020 Generalised indirect classifiers. Zbl 1429.62263Peters, A.; Hothorn, T.; Lausen, B. 1 2005 Bagging combined classifers. Zbl 1032.62056Hothorn, Torsten; Lausen, Berthold 1 2002 Top-down transformation choice. Zbl 07289509Hothorn, Torsten 1 2018 Boosting techniques for nonlinear time series models. Zbl 1443.62286Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten 1 2012 Transformation boosting machines. Zbl 1436.62140Hothorn, Torsten 2 2020 Generalised linear model trees with global additive effects. Zbl 1474.62269Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim 3 2019 Most likely transformations. Zbl 1421.62141Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter 4 2018 Top-down transformation choice. Zbl 07289509Hothorn, Torsten 1 2018 A unified framework of constrained regression. Zbl 1342.62115Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten 4 2016 partykit: a modular toolkit for recursive partytioning in R. Zbl 1351.62005Hothorn, Torsten 14 2015 The functional linear array model. Zbl 07258990Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja 4 2015 Conditional transformation models. Zbl 1411.62100Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter 13 2014 A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012Hothorn, Torsten; Everitt, Brian S. 6 2014 A new variable importance measure for random forests with missing data. Zbl 1325.62011Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin 6 2014 Variable selection and model choice in structured survival models. Zbl 1305.65043Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas 8 2013 A toolbox of permutation tests for structural change. Zbl 1416.62257Zeileis, Achim; Hothorn, Torsten 6 2013 Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. Zbl 1243.62092Hapfelmeier, A.; Hothorn, T.; Ulm, K. 6 2012 Boosting techniques for nonlinear time series models. Zbl 1443.62286Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten 1 2012 Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146Fenske, Nora; Kneib, Thomas; Hothorn, Torsten 30 2011 An introduction to applied multivariate analysis with R. Zbl 1306.62010Everitt, Brian; Hothorn, Torsten 8 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 122 2010 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 24 2010 A handbook of statistical analyses using R. 2nd ed. Zbl 1170.62001Everitt, Brian S.; Hothorn, Torsten 2 2010 Variable selection and model choice in geoadditive regression models. Zbl 1167.62096Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard 23 2009 Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. Zbl 1442.62414Hothorn, Ludwig A.; Hothorn, Torsten 2 2009 Boosting additive models using component-wise P-splines. Zbl 1231.62071Schmid, Matthias; Hothorn, Torsten 21 2008 Multiple comparison procedures in linear models. Zbl 1147.62355Bretz, Frank; Hothorn, Torsten; Westfall, Peter 20 2008 Simultaneous inference in general parametric models. Zbl 1442.62415Hothorn, Torsten; Bretz, Frank; Westfall, Peter 12 2008 Generalized maximally selected statistics. Zbl 1151.62086Hothorn, Torsten; Zeileis, Achim 6 2008 Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163Bühlmann, Peter; Hothorn, Torsten 104 2007 Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164Bühlmann, Peter; Hothorn, Torsten 2 2007 Survival ensembles. Zbl 1170.62385Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J. 36 2006 A handbook of statistical analyses using R. Zbl 1087.62001Everitt, Brian S.; Hothorn, Torsten 3 2006 Bundling classifiers by bagging trees. Zbl 1429.62246Hothorn, Torsten; Lausen, Berthold 16 2005 Generalised indirect classifiers. Zbl 1429.62263Peters, A.; Hothorn, T.; Lausen, B. 1 2005 On the exact distribution of maximally selected rank statistics. Zbl 1429.62542Hothorn, Torsten; Lausen, Berthold 15 2003 Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144Hothorn, Torsten; Lausen, Berthold 14 2003 Bagging combined classifers. Zbl 1032.62056Hothorn, Torsten; Lausen, Berthold 1 2002 all cited Publications top 5 cited Publications all top 5 Cited by 578 Authors 20 Hothorn, Torsten 18 Tutz, Gerhard E. 17 Kneib, Thomas 9 Bühlmann, Peter 8 Lausen, Berthold 8 Zeileis, Achim 7 Boulesteix, Anne-Laure Isabeau 7 Greven, Sonja 7 Hofner, Benjamin 7 Schmid, Matthias 6 Scheipl, Fabian 5 Mayr, Andreas 5 Waldmann, Elisabeth 4 Adler, Werner 4 Groll, Andreas 4 Larocque, Denis 4 Strobl, Carolin 4 Zhang, Chunxia 3 Ben-Ameur, Hatem 3 Berger, Moritz 3 Bischl, Bernd 3 Bou-Hamad, Imad 3 Brockhaus, Sarah 3 Dickhaus, Thorsten 3 Hepp, Tobias 3 Hornik, Kurt 3 Ishwaran, Hemant 3 Johnson, Brent A. 3 Kim, Hyunjoong 3 Kosorok, Michael R. 3 Lian, Heng 3 Schauberger, Gunther 3 Schumacher, Martin 3 Sobotka, Fabian 3 Wand, Matthew P. 3 Yang, Yi 3 Zahid, Faisal Maqbool 3 Zhang, Jiangshe 2 Ahn, Hongshik 2 Binder, Harald 2 Blackstone, Eugene H. 2 Bodnar, Taras 2 Chernozhukov, Victor 2 Choudhary, Pankaj K. 2 Crăiniceanu, Ciprian-Mugur 2 Czado, Claudia 2 De Bin, Riccardo 2 Ernest, Jan 2 Fahrmeir, Ludwig 2 Friedman, Jerome Harold 2 Gertheiss, Jan 2 Gul, Asma 2 Hapfelmeier, Alexander 2 Holmes, Christopher C. 2 Hothorn, Ludwig A. 2 Hyndman, Rob J. 2 Jasra, Ajay 2 Khan, Zardad 2 Kogalur, Udaya B. 2 Konietschke, Frank 2 Laake, Petter 2 Lopez, Olivier 2 Mahmoud, Osama H. 2 Mansouri, Hossein 2 Merkle, Edgar C. 2 Miftahuddin, Miftahuddin 2 Perperoglou, Aris 2 Petry, Sebastian 2 Robinzonov, Nikolay 2 Rusch, Thomas 2 Seibold, Heidi 2 Sexton, Joseph 2 Shih, Yu-Shan 2 Shmueli, Galit 2 Tang, Niansheng 2 Thomas, Janek 2 Ulm, Kurt W. 2 Van der Laan, Mark Johannes 2 Wang, Zhu 2 Werner, Tino 2 Yue, Mu 2 Yue, Yu Ryan 2 Zerom, Dawit 2 Zhang, Gaiying 2 Zhao, Junlong 2 Zhao, Xingqiu 2 Zhu, Ruoqing 2 Zou, Hui 1 Adelman, Daniel 1 Afshari, Mahmoud 1 Alaa, Ahmed M. 1 Alpar, Celal Reha 1 Alvarez-Iglesias, Alberto 1 1 Amos, Christopher I. 1 Ara, Anderson 1 Arashi, Mohammad 1 Aravkin, Aleksandr Y. 1 Arevalillo, Jorge M. 1 Au, Timothy C. ...and 478 more Authors all top 5 Cited in 70 Serials 37 Computational Statistics and Data Analysis 25 Statistics and Computing 16 Computational Statistics 16 Statistical Modelling 11 Journal of Statistical Computation and Simulation 9 Journal of Applied Statistics 9 Advances in Data Analysis and Classification. ADAC 8 Psychometrika 8 Journal of the American Statistical Association 8 The Annals of Applied Statistics 8 Journal of Computational and Graphical Statistics 7 Biometrical Journal 7 Communications in Statistics. Simulation and Computation 7 Electronic Journal of Statistics 6 The American Statistician 6 Computational & Mathematical Methods in Medicine 5 Biometrics 5 Machine Learning 4 The Annals of Statistics 4 Statistical Science 4 Communications in Statistics. Theory and Methods 4 Statistics Surveys 3 Annals of the Institute of Statistical Mathematics 3 Journal of Multivariate Analysis 3 Journal of Classification 3 Test 3 Lifetime Data Analysis 3 Journal of Machine Learning Research (JMLR) 3 Statistical Methods and Applications 3 AStA. Advances in Statistical Analysis 2 European Journal of Operational Research 2 Pattern Recognition 2 Statistical Papers 2 Australian & New Zealand Journal of Statistics 2 Biostatistics 2 Journal of the Korean Statistical Society 2 Japanese Journal of Statistics and Data Science 1 The Canadian Journal of Statistics 1 Computers & Mathematics with Applications 1 Computer Methods in Applied Mechanics and Engineering 1 Scandinavian Journal of Statistics 1 Information Sciences 1 Journal of Computational and Applied Mathematics 1 Journal of Econometrics 1 Operations Research 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Journal of Economic Dynamics & Control 1 Economics Letters 1 Automation and Remote Control 1 Proceedings of the National Academy of Sciences of the United States of America 1 Bulletin of the American Mathematical Society. New Series 1 Statistica Sinica 1 Bernoulli 1 Journal of Inequalities and Applications 1 Data Mining and Knowledge Discovery 1 International Journal of Theoretical and Applied Finance 1 Probability in the Engineering and Informational Sciences 1 Brazilian Journal of Probability and Statistics 1 Bulletin of the Brazilian Mathematical Society. New Series 1 Statistical Applications in Genetics and Molecular Biology 1 North American Actuarial Journal 1 Hacettepe Journal of Mathematics and Statistics 1 Mathematical Biosciences and Engineering 1 Statistical Methodology 1 Statistical Analysis and Data Mining 1 Mathematical Geosciences 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Bayesian Analysis 1 Dependence Modeling all top 5 Cited in 12 Fields 277 Statistics (62-XX) 46 Computer science (68-XX) 34 Numerical analysis (65-XX) 13 Biology and other natural sciences (92-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Probability theory and stochastic processes (60-XX) 5 Geophysics (86-XX) 4 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 1 History and biography (01-XX) 1 Functional analysis (46-XX) 1 Systems theory; control (93-XX) Citations by Year