Dobbin KK - Search Results

1

Lower confidence bounds for prediction accuracy in high dimensions via AROHIL Monte Carlo.

Dobbin KK, Cooke S. Dobbin KK, et al. Bioinformatics. 2011 Nov 15;27(22):3129-34. doi: 10.1093/bioinformatics/btr542. Epub 2011 Sep 28. Bioinformatics. 2011. PMID: 21965820

2

Comparison of microarray designs for class comparison and class discovery.

Dobbin K, Simon R. Dobbin K, et al. Bioinformatics. 2002 Nov;18(11):1438-45. doi: 10.1093/bioinformatics/18.11.1438. Bioinformatics. 2002. PMID: 12424114

3

Statistical design of reverse dye microarrays.

Dobbin K, Shih JH, Simon R. Dobbin K, et al. Bioinformatics. 2003 May 1;19(7):803-10. doi: 10.1093/bioinformatics/btg076. Bioinformatics. 2003. PMID: 12724289

4

Comment on 'Evaluation of the gene-specific dye bias in cDNA microarray experiments'.

Dobbin KK, Shih JH, Simon RM. Dobbin KK, et al. Bioinformatics. 2005 Jun 15;21(12):2803-4. doi: 10.1093/bioinformatics/bti428. Epub 2005 Apr 7. Bioinformatics. 2005. PMID: 15817695 No abstract available.

5

A method for constructing a confidence bound for the actual error rate of a prediction rule in high dimensions.

Dobbin KK. Dobbin KK. Biostatistics. 2009 Apr;10(2):282-96. doi: 10.1093/biostatistics/kxn035. Epub 2008 Nov 27. Biostatistics. 2009. PMID: 19039030 Free PMC article.

6

Sample size requirements for training high-dimensional risk predictors.

Dobbin KK, Song X. Dobbin KK, et al. Biostatistics. 2013 Sep;14(4):639-52. doi: 10.1093/biostatistics/kxt022. Epub 2013 Jul 19. Biostatistics. 2013. PMID: 23873895 Free PMC article.

7

Comparison of confidence interval methods for an intra-class correlation coefficient (ICC).

Ionan AC, Polley MY, McShane LM, Dobbin KK. Ionan AC, et al. Among authors: dobbin kk. BMC Med Res Methodol. 2014 Nov 22;14:121. doi: 10.1186/1471-2288-14-121. BMC Med Res Methodol. 2014. PMID: 25417040 Free PMC article.

8

Optimally splitting cases for training and testing high dimensional classifiers.

Dobbin KK, Simon RM. Dobbin KK, et al. BMC Med Genomics. 2011 Apr 8;4:31. doi: 10.1186/1755-8794-4-31. BMC Med Genomics. 2011. PMID: 21477282 Free PMC article.

9

How large a training set is needed to develop a classifier for microarray data?

Dobbin KK, Zhao Y, Simon RM. Dobbin KK, et al. Clin Cancer Res. 2008 Jan 1;14(1):108-14. doi: 10.1158/1078-0432.CCR-07-0443. Clin Cancer Res. 2008. PMID: 18172259

10

Sample size planning for developing classifiers using high-dimensional DNA microarray data.

Dobbin KK, Simon RM. Dobbin KK, et al. Biostatistics. 2007 Jan;8(1):101-17. doi: 10.1093/biostatistics/kxj036. Epub 2006 Apr 13. Biostatistics. 2007. PMID: 16613833

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