De Bin R - Search Results

1

Subsampling versus bootstrapping in resampling-based model selection for multivariable regression.

De Bin R, Janitza S, Sauerbrei W, Boulesteix AL. De Bin R, et al. Biometrics. 2016 Mar;72(1):272-80. doi: 10.1111/biom.12381. Epub 2015 Aug 19. Biometrics. 2016. PMID: 26288150

2

Investigating the prediction ability of survival models based on both clinical and omics data: two case studies.

De Bin R, Sauerbrei W, Boulesteix AL. De Bin R, et al. Stat Med. 2014 Dec 30;33(30):5310-29. doi: 10.1002/sim.6246. Epub 2014 Jul 9. Stat Med. 2014. PMID: 25042390

3

Added predictive value of omics data: specific issues related to validation illustrated by two case studies.

De Bin R, Herold T, Boulesteix AL. De Bin R, et al. BMC Med Res Methodol. 2014 Oct 28;14:117. doi: 10.1186/1471-2288-14-117. BMC Med Res Methodol. 2014. PMID: 25352096 Free PMC article.

4

IPF-LASSO: Integrative L₁-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data.

Boulesteix AL, De Bin R, Jiang X, Fuchs M. Boulesteix AL, et al. Among authors: de bin r. Comput Math Methods Med. 2017;2017:7691937. doi: 10.1155/2017/7691937. Epub 2017 May 4. Comput Math Methods Med. 2017. PMID: 28546826 Free PMC article.

5

A plea for taking all available clinical information into account when assessing the predictive value of omics data.

Volkmann A, De Bin R, Sauerbrei W, Boulesteix AL. Volkmann A, et al. Among authors: de bin r. BMC Med Res Methodol. 2019 Jul 24;19(1):162. doi: 10.1186/s12874-019-0802-0. BMC Med Res Methodol. 2019. PMID: 31340753 Free PMC article.

6

Combining clinical and molecular data in regression prediction models: insights from a simulation study.

De Bin R, Boulesteix AL, Benner A, Becker N, Sauerbrei W. De Bin R, et al. Brief Bioinform. 2020 Dec 1;21(6):1904-1919. doi: 10.1093/bib/bbz136. Brief Bioinform. 2020. PMID: 31750518

7

Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling.

Wallisch C, Dunkler D, Rauch G, de Bin R, Heinze G. Wallisch C, et al. Among authors: de bin r. Stat Med. 2021 Jan 30;40(2):369-381. doi: 10.1002/sim.8779. Epub 2020 Oct 21. Stat Med. 2021. PMID: 33089538 Free PMC article.

8

Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges.

Rahnenführer J, De Bin R, Benner A, Ambrogi F, Lusa L, Boulesteix AL, Migliavacca E, Binder H, Michiels S, Sauerbrei W, McShane L; for topic group “High-dimensional data” (TG9) of the STRATOS initiative. Rahnenführer J, et al. Among authors: de bin r. BMC Med. 2023 May 15;21(1):182. doi: 10.1186/s12916-023-02858-y. BMC Med. 2023. PMID: 37189125 Free PMC article. Review.

9

Modelling publication bias and p-hacking.

Moss J, De Bin R. Moss J, et al. Among authors: de bin r. Biometrics. 2023 Mar;79(1):319-331. doi: 10.1111/biom.13560. Epub 2021 Sep 27. Biometrics. 2023. PMID: 34510407

10

A novel approach to the clustering of microarray data via nonparametric density estimation.

De Bin R, Risso D. De Bin R, et al. BMC Bioinformatics. 2011 Feb 8;12:49. doi: 10.1186/1471-2105-12-49. BMC Bioinformatics. 2011. PMID: 21303507 Free PMC article.

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