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Biclustering via sparse clustering.
Helgeson ES, Liu Q, Chen G, Kosorok MR, Bair E. Helgeson ES, et al. Among authors: chen g. Biometrics. 2020 Mar;76(1):348-358. doi: 10.1111/biom.13136. Epub 2019 Oct 14. Biometrics. 2020. PMID: 31424089 Free PMC article.
Biclustering with heterogeneous variance.
Chen G, Sullivan PF, Kosorok MR. Chen G, et al. Proc Natl Acad Sci U S A. 2013 Jul 23;110(30):12253-8. doi: 10.1073/pnas.1304376110. Epub 2013 Jul 8. Proc Natl Acad Sci U S A. 2013. PMID: 23836637 Free PMC article.
PERMANOVA-S: association test for microbial community composition that accommodates confounders and multiple distances.
Tang ZZ, Chen G, Alekseyenko AV. Tang ZZ, et al. Among authors: chen g. Bioinformatics. 2016 Sep 1;32(17):2618-25. doi: 10.1093/bioinformatics/btw311. Epub 2016 May 19. Bioinformatics. 2016. PMID: 27197815 Free PMC article.
Analysis of pairwise intersample distances quantifies the association between the microbiome diversity and covariates of interest (e.g. environmental factors, clinical outcomes, treatment groups). In the design of these analyses, multiple choices for distance metrics are a …
Analysis of pairwise intersample distances quantifies the association between the microbiome diversity and covariates of interest (e.g …
37,783 results
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