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Author ID: hothorn.torsten Recent zbMATH articles by "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
667 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

34 Publications have been cited 480 times in 263 Documents Cited by Year
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
109
2010
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
97
2007
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
30
2006
Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146
Fenske, Nora; Kneib, Thomas; Hothorn, Torsten
28
2011
Variable selection and model choice in geoadditive regression models. Zbl 1167.62096
Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard
23
2009
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
21
2010
Boosting additive models using component-wise P-splines. Zbl 1231.62071
Schmid, Matthias; Hothorn, Torsten
20
2008
Multiple comparison procedures in linear models. Zbl 1147.62355
Bretz, Frank; Hothorn, Torsten; Westfall, Peter
17
2008
Bundling classifiers by bagging trees. Zbl 1429.62246
Hothorn, Torsten; Lausen, Berthold
16
2005
On the exact distribution of maximally selected rank statistics. Zbl 1429.62542
Hothorn, Torsten; Lausen, Berthold
14
2003
Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144
Hothorn, Torsten; Lausen, Berthold
14
2003
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
12
2014
partykit: a modular toolkit for recursive partytioning in R. Zbl 1351.62005
Hothorn, Torsten
10
2015
An introduction to applied multivariate analysis with R. Zbl 1306.62010
Everitt, Brian; Hothorn, Torsten
7
2011
Variable selection and model choice in structured survival models. Zbl 1305.65043
Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas
7
2013
Simultaneous inference in general parametric models. Zbl 1442.62415
Hothorn, Torsten; Bretz, Frank; Westfall, Peter
6
2008
Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. Zbl 1243.62092
Hapfelmeier, A.; Hothorn, T.; Ulm, K.
6
2012
Generalized maximally selected statistics. Zbl 1151.62086
Hothorn, Torsten; Zeileis, Achim
5
2008
A new variable importance measure for random forests with missing data. Zbl 1325.62011
Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin
5
2014
A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012
Hothorn, Torsten; Everitt, Brian S.
5
2014
A unified framework of constrained regression. Zbl 1342.62115
Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten
4
2016
A toolbox of permutation tests for structural change. Zbl 1416.62257
Zeileis, Achim; Hothorn, Torsten
4
2013
The functional linear array model. Zbl 07258990
Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja
3
2015
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
3
2018
A handbook of statistical analyses using R. 2nd ed. Zbl 1170.62001
Everitt, Brian S.; Hothorn, Torsten
2
2010
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
2
2019
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
2
2007
A handbook of statistical analyses using R. Zbl 1087.62001
Everitt, Brian S.; Hothorn, Torsten
2
2006
Generalised indirect classifiers. Zbl 1429.62263
Peters, A.; Hothorn, T.; Lausen, B.
1
2005
Transformation boosting machines. Zbl 1436.62140
Hothorn, Torsten
1
2020
Bagging combined classifers. Zbl 1032.62056
Hothorn, Torsten; Lausen, Berthold
1
2002
Top-down transformation choice. Zbl 07289509
Hothorn, Torsten
1
2018
Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. Zbl 1442.62414
Hothorn, Ludwig A.; Hothorn, Torsten
1
2009
Boosting techniques for nonlinear time series models. Zbl 1443.62286
Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten
1
2012
Transformation boosting machines. Zbl 1436.62140
Hothorn, Torsten
1
2020
Generalised linear model trees with global additive effects. Zbl 1474.62269
Seibold, Heidi; Hothorn, Torsten; Zeileis, Achim
2
2019
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
3
2018
Top-down transformation choice. Zbl 07289509
Hothorn, Torsten
1
2018
A unified framework of constrained regression. Zbl 1342.62115
Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten
4
2016
partykit: a modular toolkit for recursive partytioning in R. Zbl 1351.62005
Hothorn, Torsten
10
2015
The functional linear array model. Zbl 07258990
Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja
3
2015
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
12
2014
A new variable importance measure for random forests with missing data. Zbl 1325.62011
Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin
5
2014
A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012
Hothorn, Torsten; Everitt, Brian S.
5
2014
Variable selection and model choice in structured survival models. Zbl 1305.65043
Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas
7
2013
A toolbox of permutation tests for structural change. Zbl 1416.62257
Zeileis, Achim; Hothorn, Torsten
4
2013
Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. Zbl 1243.62092
Hapfelmeier, A.; Hothorn, T.; Ulm, K.
6
2012
Boosting techniques for nonlinear time series models. Zbl 1443.62286
Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten
1
2012
Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146
Fenske, Nora; Kneib, Thomas; Hothorn, Torsten
28
2011
An introduction to applied multivariate analysis with R. Zbl 1306.62010
Everitt, Brian; Hothorn, Torsten
7
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
109
2010
Model-based boosting 2.0. Zbl 1242.68002
Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin
21
2010
A handbook of statistical analyses using R. 2nd ed. Zbl 1170.62001
Everitt, Brian S.; Hothorn, Torsten
2
2010
Variable selection and model choice in geoadditive regression models. Zbl 1167.62096
Kneib, 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 1442.62414
Hothorn, Ludwig A.; Hothorn, Torsten
1
2009
Boosting additive models using component-wise P-splines. Zbl 1231.62071
Schmid, Matthias; Hothorn, Torsten
20
2008
Multiple comparison procedures in linear models. Zbl 1147.62355
Bretz, Frank; Hothorn, Torsten; Westfall, Peter
17
2008
Simultaneous inference in general parametric models. Zbl 1442.62415
Hothorn, Torsten; Bretz, Frank; Westfall, Peter
6
2008
Generalized maximally selected statistics. Zbl 1151.62086
Hothorn, Torsten; Zeileis, Achim
5
2008
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
97
2007
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
2
2007
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
30
2006
A handbook of statistical analyses using R. Zbl 1087.62001
Everitt, Brian S.; Hothorn, Torsten
2
2006
Bundling classifiers by bagging trees. Zbl 1429.62246
Hothorn, Torsten; Lausen, Berthold
16
2005
Generalised indirect classifiers. Zbl 1429.62263
Peters, A.; Hothorn, T.; Lausen, B.
1
2005
On the exact distribution of maximally selected rank statistics. Zbl 1429.62542
Hothorn, Torsten; Lausen, Berthold
14
2003
Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144
Hothorn, Torsten; Lausen, Berthold
14
2003
Bagging combined classifers. Zbl 1032.62056
Hothorn, Torsten; Lausen, Berthold
1
2002
all top 5

Cited by 510 Authors

20 Hothorn, Torsten
17 Kneib, Thomas
17 Tutz, Gerhard E.
8 Bühlmann, Peter
8 Lausen, Berthold
8 Zeileis, Achim
7 Boulesteix, Anne-Laure Isabeau
7 Hofner, Benjamin
7 Schmid, Matthias
6 Greven, Sonja
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 Hornik, Kurt
3 Ishwaran, Hemant
3 Johnson, Brent A.
3 Kim, Hyunjoong
3 Lian, Heng
3 Schauberger, Gunther
3 Schumacher, Martin
3 Sobotka, Fabian
3 Wand, Matthew P.
3 Zahid, Faisal Maqbool
3 Zhang, Jiangshe
2 Ahn, Hongshik
2 Binder, Harald
2 Blackstone, Eugene H.
2 Bodnar, Taras
2 Czado, Claudia
2 De Bin, Riccardo
2 Ernest, Jan
2 Fahrmeir, Ludwig
2 Gertheiss, Jan
2 Gul, Asma
2 Hapfelmeier, Alexander
2 Hepp, Tobias
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 Mahmoud, Osama H.
2 Mansouri, Hossein
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 Yang, Yi
2 Yue, Mu
2 Yue, Yu Ryan
2 Zerom, Dawit
2 Zhang, Gaiying
2 Zhao, Junlong
2 Zhao, Xingqiu
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.
1 Austin, Peter C.
1
1 Ayatollahi, Seyyed Mohammad Taghi
1 Bandyopadhyay, Uttam
1 Banerjee, Mousumi
1 Baneshi, Mohammad Reza
1 Barber, Stuart
1 Basile, Roberto
...and 410 more Authors
all top 5

Cited in 66 Serials

36 Computational Statistics and Data Analysis
23 Statistics and Computing
16 Statistical Modelling
15 Computational Statistics
11 Journal of Statistical Computation and Simulation
9 Journal of Applied Statistics
8 The Annals of Applied Statistics
7 Biometrical Journal
7 Advances in Data Analysis and Classification. ADAC
7 Electronic Journal of Statistics
6 Psychometrika
6 Journal of the American Statistical Association
6 Computational & Mathematical Methods in Medicine
5 Biometrics
5 Machine Learning
5 Journal of Computational and Graphical Statistics
4 Statistical Science
4 Communications in Statistics. Simulation and Computation
4 Communications in Statistics. Theory and Methods
4 Statistics Surveys
3 Annals of the Institute of Statistical Mathematics
3 The Annals of Statistics
3 Journal of Multivariate Analysis
3 Test
3 Lifetime Data Analysis
3 Journal of Machine Learning Research (JMLR)
3 AStA. Advances in Statistical Analysis
2 Journal of Classification
2 European Journal of Operational Research
2 Pattern Recognition
2 Statistical Papers
2 Australian & New Zealand Journal of Statistics
2 Biostatistics
2 Statistical Methods and Applications
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 Bulletin of the American Mathematical Society. New Series
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 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

Citations by Year