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Hothorn, Torsten

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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: 43 Publications since 2002, including 4 Books

Publications by Year

Citations contained in zbMATH Open

29 Publications have been cited 324 times in 231 Documents Cited by Year
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
89
2007
Survival ensembles. Zbl 1170.62385
Hothorn, Torsten; Bühlmann, Peter; Dudoit, Sandrine; Molinaro, Annette; Van der Laan, Mark J.
27
2006
Identifying risk factors for severe childhood malnutrition by boosting additive quantile regression. Zbl 1232.62146
Fenske, Nora; Kneib, Thomas; Hothorn, Torsten
25
2011
Variable selection and model choice in geoadditive regression models. Zbl 1167.62096
Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard
22
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
17
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
Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144
Hothorn, Torsten; Lausen, Berthold
14
2003
On the exact distribution of maximally selected rank statistics. Zbl 1429.62542
Hothorn, Torsten; Lausen, Berthold
13
2003
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
10
2014
Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. Zbl 1243.62092
Hapfelmeier, A.; Hothorn, T.; Ulm, K.
6
2012
partykit: a modular toolkit for recursive partytioning in R. Zbl 1351.62005
Hothorn, Torsten
6
2015
Variable selection and model choice in structured survival models. Zbl 1305.65043
Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas
6
2013
Generalized maximally selected statistics. Zbl 1151.62086
Hothorn, Torsten; Zeileis, Achim
5
2008
An introduction to applied multivariate analysis with R. Zbl 1306.62010
Everitt, Brian; Hothorn, Torsten
5
2011
A unified framework of constrained regression. Zbl 1342.62115
Hofner, Benjamin; Kneib, Thomas; Hothorn, Torsten
4
2016
A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012
Hothorn, Torsten; Everitt, Brian S.
4
2014
A new variable importance measure for random forests with missing data. Zbl 1325.62011
Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin
3
2014
Rejoinder: Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62164
Bühlmann, Peter; Hothorn, Torsten
2
2007
A toolbox of permutation tests for structural change. Zbl 1416.62257
Zeileis, Achim; Hothorn, Torsten
2
2013
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
2
2018
Simultaneous inference in general parametric models. Zbl 1442.62415
Hothorn, Torsten; Bretz, Frank; Westfall, Peter
2
2008
Bagging combined classifers. Zbl 1032.62056
Hothorn, Torsten; Lausen, Berthold
1
2002
Generalised indirect classifiers. Zbl 1429.62263
Peters, A.; Hothorn, T.; Lausen, B.
1
2005
A handbook of statistical analyses using R. Zbl 1087.62001
Everitt, Brian S.; Hothorn, Torsten
1
2006
A handbook of statistical analyses using R. 2nd ed. Zbl 1170.62001
Everitt, Brian S.; Hothorn, Torsten
1
2010
Boosting techniques for nonlinear time series models. Zbl 1443.62286
Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten
1
2012
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
Most likely transformations. Zbl 1421.62141
Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter
2
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
6
2015
Conditional transformation models. Zbl 1411.62100
Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter
10
2014
A handbook of statistical analyses using R. 3rd ed. Zbl 1341.62012
Hothorn, Torsten; Everitt, Brian S.
4
2014
A new variable importance measure for random forests with missing data. Zbl 1325.62011
Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin
3
2014
Variable selection and model choice in structured survival models. Zbl 1305.65043
Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas
6
2013
A toolbox of permutation tests for structural change. Zbl 1416.62257
Zeileis, Achim; Hothorn, Torsten
2
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
25
2011
An introduction to applied multivariate analysis with R. Zbl 1306.62010
Everitt, Brian; Hothorn, Torsten
5
2011
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
1
2010
Variable selection and model choice in geoadditive regression models. Zbl 1167.62096
Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard
22
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
17
2008
Multiple comparison procedures in linear models. Zbl 1147.62355
Bretz, Frank; Hothorn, Torsten; Westfall, Peter
17
2008
Generalized maximally selected statistics. Zbl 1151.62086
Hothorn, Torsten; Zeileis, Achim
5
2008
Simultaneous inference in general parametric models. Zbl 1442.62415
Hothorn, Torsten; Bretz, Frank; Westfall, Peter
2
2008
Boosting algorithms: regularization, prediction and model fitting. Zbl 1246.62163
Bühlmann, Peter; Hothorn, Torsten
89
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.
27
2006
A handbook of statistical analyses using R. Zbl 1087.62001
Everitt, Brian S.; Hothorn, Torsten
1
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
Double-bagging: Combining classifiers by bootstrap aggregation. Zbl 1028.68144
Hothorn, Torsten; Lausen, Berthold
14
2003
On the exact distribution of maximally selected rank statistics. Zbl 1429.62542
Hothorn, Torsten; Lausen, Berthold
13
2003
Bagging combined classifers. Zbl 1032.62056
Hothorn, Torsten; Lausen, Berthold
1
2002
all top 5

Cited by 453 Authors

19 Hothorn, Torsten
16 Kneib, Thomas
16 Tutz, Gerhard E.
8 Bühlmann, Peter
8 Lausen, Berthold
7 Hofner, Benjamin
7 Schmid, Matthias
6 Boulesteix, Anne-Laure Isabeau
6 Scheipl, Fabian
6 Zeileis, Achim
5 Greven, Sonja
5 Mayr, Andreas
5 Waldmann, Elisabeth
4 Adler, Werner
4 Groll, Andreas
4 Larocque, Denis
4 Zhang, Chunxia
3 Ben-Ameur, Hatem
3 Bischl, Bernd
3 Bou-Hamad, Imad
3 Dickhaus, Thorsten
3 Johnson, Brent A.
3 Kim, Hyunjoong
3 Lian, Heng
3 Schauberger, Gunther
3 Schumacher, Martin
3 Sobotka, Fabian
3 Strobl, Carolin
3 Wand, Matthew P.
3 Zahid, Faisal Maqbool
3 Zhang, Jiangshe
2 Ahn, Hongshik
2 Berger, Moritz
2 Binder, Harald
2 Blackstone, Eugene H.
2 Bodnar, Taras
2 Brockhaus, Sarah
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 Hornik, Kurt
2 Hyndman, Rob J.
2 Ishwaran, Hemant
2 Jasra, Ajay
2 Khan, Zardad
2 Kogalur, Udaya B.
2 Laake, Petter
2 Mahmoud, Osama H.
2 Miftahuddin, Miftahuddin
2 Perperoglou, Aris
2 Petry, Sebastian
2 Robinzonov, Nikolay
2 Seibold, Heidi
2 Sexton, Joseph
2 Shih, Yu-Shan
2 Tang, Niansheng
2 Thomas, Janek
2 Ulm, Kurt W.
2 Yang, Yi
2 Yue, Yu Ryan
2 Zerom, Dawit
2 Zhang, Gaiying
2 Zhao, Junlong
2 Zhao, Xingqiu
2 Zou, Hui
1 Adelman, Daniel
1 Alpar, Celal Reha
1 Alvarez-Iglesias, Alberto
1 Amos, Christopher I.
1 Ara, Anderson
1 Aravkin, Aleksandr Y.
1 Au, Timothy C.
1 Austin, Peter C.
1 Ayatollahi, Seyyed Mohammad Taghi
1 Bandyopadhyay, Uttam
1 Baneshi, Mohammad Reza
1 Barber, Stuart
1 Basile, Roberto
1 Basterrech, Sebastián
1 Batmaz, İnci
1 Becker, Claudia
1 Bellavance, François
1 Belloni, Alexandre
1 Ben Taieb, Souhaib
1 Bender, Andreas O.
1 Berk, Richard A.
1 Bernardo Sánchez, Antonio
1 Bernau, Christoph
1 Betensky, Rebecca A.
1 Biau, Gérard
1 Bickeböller, Heike
1 Bihain, B. E.
1 Birjandi, Mehdi
1 Blanchard, Gilles
1 Bornkamp, Björn
...and 353 more Authors
all top 5

Cited in 60 Serials

33 Computational Statistics and Data Analysis
21 Statistics and Computing
15 Computational Statistics
15 Statistical Modelling
10 Journal of Statistical Computation and Simulation
8 The Annals of Applied Statistics
7 Biometrical Journal
7 Advances in Data Analysis and Classification. ADAC
7 Electronic Journal of Statistics
6 Journal of the American Statistical Association
6 Computational & Mathematical Methods in Medicine
5 Psychometrika
5 Biometrics
4 Statistical Science
4 Communications in Statistics. Simulation and Computation
4 Journal of Applied Statistics
4 Statistics Surveys
3 Machine Learning
3 Test
3 Lifetime Data Analysis
3 Journal of Machine Learning Research (JMLR)
3 AStA. Advances in Statistical Analysis
2 Annals of the Institute of Statistical Mathematics
2 The Annals of Statistics
2 Journal of Multivariate Analysis
2 Communications in Statistics. Theory and Methods
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
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 Journal of Computational and Applied Mathematics
1 Operations Research
1 Insurance Mathematics & Economics
1 Statistics & Probability Letters
1 Journal of Classification
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 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 Statistical Methodology
1 Statistical Analysis and Data Mining
1 Mathematical Geosciences
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Bayesian Analysis
1 Japanese Journal of Statistics and Data Science

Citations by Year