Torsten Hothorn

University of Erlangen-Nürnberg

Schloßplatz 4

Erlangen, DE Bavaria 91054

Germany

SCHOLARLY PAPERS

7

DOWNLOADS

417

SSRN CITATIONS
Rank 49,364

SSRN RANKINGS

Top 49,364

in Total Papers Citations

9

CROSSREF CITATIONS

4

Scholarly Papers (7)

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
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 153 (265,626)
Citation 5

Abstract:

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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 122 (316,156)
Citation 2

Abstract:

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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
University of Erlangen-Nürnberg, affiliation not provided to SSRN, Division of Biostatistics, German Cancer Research Center (DKFZ) and affiliation not provided to SSRN
Downloads 86 (397,999)
Citation 1

Abstract:

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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
affiliation not provided to SSRN, University of Erlangen-Nürnberg, affiliation not provided to SSRN and University of Freiburg - Medical Center
Downloads 25 (663,439)

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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 18 (717,484)

Abstract:

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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 (789,321)

Abstract:

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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 (862,736)

Abstract:

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