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Items: 1 to 20 of 67

1.

Categorical variables with many categories are preferentially selected in bootstrap-based model selection procedures for multivariable regression models.

Rospleszcz S, Janitza S, Boulesteix AL.

Biom J. 2016 Mar 22. doi: 10.1002/bimj.201400185. [Epub ahead of print]

PMID:
27003311
2.

Gram-negative and -positive bacteria differentiation in blood culture samples by headspace volatile compound analysis.

Dolch ME, Janitza S, Boulesteix AL, Graßmann-Lichtenauer C, Praun S, Denzer W, Schelling G, Schubert S.

J Biol Res (Thessalon). 2016 Mar 12;23:3. doi: 10.1186/s40709-016-0040-0. eCollection 2016 Dec.

3.

Improved prediction of complex diseases by common genetic markers: state of the art and further perspectives.

Müller B, Wilcke A, Boulesteix AL, Brauer J, Passarge E, Boltze J, Kirsten H.

Hum Genet. 2016 Mar;135(3):259-72. doi: 10.1007/s00439-016-1636-z. Epub 2016 Feb 2.

4.

Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment.

Hornung R, Boulesteix AL, Causeur D.

BMC Bioinformatics. 2016 Jan 12;17:27. doi: 10.1186/s12859-015-0870-z.

5.

The residual-based predictiveness curve: A visual tool to assess the performance of prediction models.

Casalicchio G, Bischl B, Boulesteix AL, Schmid M.

Biometrics. 2015 Dec 17. doi: 10.1111/biom.12455. [Epub ahead of print]

PMID:
26676377
6.

A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization.

Hornung R, Bernau C, Truntzer C, Wilson R, Stadler T, Boulesteix AL.

BMC Med Res Methodol. 2015 Nov 4;15:95. doi: 10.1186/s12874-015-0088-9.

7.

Publication Bias in Methodological Computational Research.

Boulesteix AL, Stierle V, Hapfelmeier A.

Cancer Inform. 2015 Oct 15;14(Suppl 5):11-9. doi: 10.4137/CIN.S30747. eCollection 2015.

8.

Pitfalls of hypothesis tests and model selection on bootstrap samples: Causes and consequences in biometrical applications.

Janitza S, Binder H, Boulesteix AL.

Biom J. 2015 Sep 15. doi: 10.1002/bimj.201400246. [Epub ahead of print]

PMID:
26372408
9.

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

De Bin R, Janitza S, Sauerbrei W, Boulesteix AL.

Biometrics. 2016 Mar;72(1):272-80. doi: 10.1111/biom.12381. Epub 2015 Aug 19.

PMID:
26288150
10.

Gender mismatch in allograft aortic valve surgery.

Böll BM, Vogt F, Boulesteix AL, Schmitz C.

Interact Cardiovasc Thorac Surg. 2015 Sep;21(3):329-35. doi: 10.1093/icvts/ivv151. Epub 2015 Jun 18.

11.

Ten simple rules for reducing overoptimistic reporting in methodological computational research.

Boulesteix AL.

PLoS Comput Biol. 2015 Apr 23;11(4):e1004191. doi: 10.1371/journal.pcbi.1004191. eCollection 2015 Apr. No abstract available.

12.

Letter to the editor: On reviews and papers on new methods.

Boulesteix AL.

Brief Bioinform. 2015 Mar;16(2):365-6. doi: 10.1093/bib/bbu051. Epub 2015 Mar 10. No abstract available.

PMID:
25762555
13.

Live music reduces stress levels in very low-birthweight infants.

Schwilling D, Vogeser M, Kirchhoff F, Schwaiblmair F, Boulesteix AL, Schulze A, Flemmer AW.

Acta Paediatr. 2015 Apr;104(4):360-7. doi: 10.1111/apa.12913. Epub 2015 Feb 7.

PMID:
25545416
14.

On stability issues in deriving multivariable regression models.

Sauerbrei W, Buchholz A, Boulesteix AL, Binder H.

Biom J. 2015 Jul;57(4):531-55. doi: 10.1002/bimj.201300222. Epub 2014 Dec 15.

PMID:
25501529
15.

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

De Bin R, Herold T, Boulesteix AL.

BMC Med Res Methodol. 2014 Oct 28;14:117. doi: 10.1186/1471-2288-14-117.

16.

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

De Bin R, Sauerbrei W, Boulesteix AL.

Stat Med. 2014 Dec 30;33(30):5310-29. doi: 10.1002/sim.6246. Epub 2014 Jul 9.

PMID:
25042390
17.

Cross-study validation for the assessment of prediction algorithms.

Bernau C, Riester M, Boulesteix AL, Parmigiani G, Huttenhower C, Waldron L, Trippa L.

Bioinformatics. 2014 Jun 15;30(12):i105-12. doi: 10.1093/bioinformatics/btu279.

18.

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests.

Boulesteix AL, Janitza S, Hapfelmeier A, Van Steen K, Strobl C.

Brief Bioinform. 2015 Mar;16(2):338-45. doi: 10.1093/bib/bbu012. Epub 2014 Apr 9.

19.

Machine learning versus statistical modeling.

Boulesteix AL, Schmid M.

Biom J. 2014 Jul;56(4):588-93. doi: 10.1002/bimj.201300226. Epub 2014 Feb 26.

PMID:
24615669
20.

Molecular differences between chronic and aggressive periodontitis.

Kebschull M, Guarnieri P, Demmer RT, Boulesteix AL, Pavlidis P, Papapanou PN.

J Dent Res. 2013 Dec;92(12):1081-8. doi: 10.1177/0022034513506011. Epub 2013 Oct 11.

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