Torsten Hothorn

University of Erlangen-Nürnberg

Schloßplatz 4

Erlangen, DE Bavaria 91054

Germany

  • University of Erlangen-Nürnberg

SCHOLARLY PAPERS

7

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433

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Rank 49,354

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9

CROSSREF CITATIONS

4

Scholarly Papers (7)

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1.

Bioconductor: Open Software Development for Computational Biology and Bioinformatics

Genome Biology, Vol. 5, No. 10, Article. R80, September 2004
Number of pages: 16 Posted: 26 Dec 2007
Kurt Hornik, Robert C. Gentleman, Vincent J. Carey, Douglas M. Bates, Ben Bolstad, Marcel Dettling, Sandrine Dudoit, Byron Ellis, Laurent Gautier, Yongchao Ge, Jeff Gentry, Torsten Hothorn, Wolfgang Huber, Stefano Maria Iacus, Rafael A. Irizarry, Friedrich Leisch, Cheng Li, Martin Maechler, Anthony J. Rossini, Günther Sawitzki, Colin Smith, Gordon Smyth, Luke Tierney, Jean Y.H. Yang and Jianhua Zhang
Vienna University of Economics and Business Administration - Department of Statistics and Mathematics, Dana-Farber/Harvard Cancer Center, Brigham and Women's Hopsital/Harvard Medical School - Channing Laboratory, University of Wisconsin - Madison - Department of Statistics, University of California, Berkeley - Division of Biostatistics, ETH Zurich - Seminar for Statistics, affiliation not provided to SSRN, Harvard University - Department of Statistics, Technical University of Denmark - Centre for Biological Sequence Analysis, Mt. Sinai School of Medicine - Biomathematical Sciences, Dana-Farber/Harvard Cancer Center, University of Erlangen-Nürnberg, DKFZ (German Cancer Research Center), University of Milan - Department of Economics, Business and Statistics, Johns Hopkins University - Bloomberg School of Public Health, Vienna University of Technology, Dana-Farber Cancer Institute, ETH Zentrum - Seminar für Statistik, University of Washington - Department of Medical Education and Biomedical Informatics, Heidelberg University - StatLab Heidelberg, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Iowa - Department of Statistics & Actuarial Science, The University of Sydney - School of Mathematics and Statistics and affiliation not provided to SSRN
Downloads 155 (267,374)
Citation 5

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Genomic data, microarray

2.

On the Exact Distribution of Maximally Selected Rank Statistics

Science Direct Working Paper No S1574-0358(04)70152-5
Number of pages: 26 Posted: 05 Mar 2018
Torsten Hothorn and Berthold Lausen
University of Erlangen-Nürnberg and affiliation not provided to SSRN
Downloads 124 (317,821)
Citation 2

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Cutpoint selection, Small sample, Exact distribution of rank statistics, Ties, Censoring

3.

Bagging Survival Trees

Science Direct Working Paper No S1574-0358(04)70237-3
Number of pages: 32 Posted: 13 Mar 2018
Torsten Hothorn, Berthold Lausen, Axel Benner and Martin Radespiel-Tröger
University of Erlangen-Nürnberg, affiliation not provided to SSRN, Division of Biostatistics, German Cancer Research Center (DKFZ) and affiliation not provided to SSRN
Downloads 94 (383,243)
Citation 1

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Bootstrap aggregation, Censored data, Prognostic factors, Brier score

4.

Assessment of Optimal Selected Prognostic Factors

Science Direct Working Paper No S1574-0358(04)70335-4
Number of pages: 23 Posted: 20 Mar 2018
Berthold Lausen, Torsten Hothorn, Frank Bretz and Martin Schumacher
affiliation not provided to SSRN, University of Erlangen-Nürnberg, affiliation not provided to SSRN and University of Freiburg - Medical Center
Downloads 28 (654,719)

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prognostic factor, clinical research, statistical computing, variable selection, maximally selected tests, -value adjusted regression trees

5.

Double-Bagging: Combining Classifiers by Bootstrap Aggregation

Science Direct Working Paper No S1574-0358(04)70150-1
Number of pages: 24 Posted: 05 Mar 2018
Torsten Hothorn and Berthold Lausen
University of Erlangen-Nürnberg and affiliation not provided to SSRN
Downloads 19 (723,868)

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Bagging, Classification, Discriminant Analysis, Method Selection Bias, Error Rate Estimation

6.

Bundling Classifiers by Bagging Trees

Science Direct Working Paper No S1574-0358(04)70344-5
Number of pages: 25 Posted: 20 Mar 2018
Torsten Hothorn and Berthold Lausen
University of Erlangen-Nürnberg and affiliation not provided to SSRN
Downloads 10 (807,045)

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Bagging, Combination, Method Selection, Error Rate Estimation, Consistency

7.

Bagging Tree Classifiers for Laser Scanning Images: Data and Simulation Based Strategy

Science Direct Working Paper No S1574-0358(04)70151-3
Number of pages: 26 Posted: 05 Mar 2018
Torsten Hothorn and Berthold Lausen
University of Erlangen-Nürnberg and affiliation not provided to SSRN
Downloads 3 (886,133)

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Discriminant Analysis, Image Data, Bagging, Error Rate Estimation, Simulation