diffMeanVar: Detecting Gene Probes with Different Means or Variances Between Two Groups

A collection of functions to detect gene probes with different means or variances between two groups in (epi)-genomic data analysis, including classical F test and Levene's test for equal variance, likelihood ratio test for equal mean and equal variance, the wrappers for functions in R Bioconductor package 'missMethyl' (Phipson and Oshlack (2014) <doi:10.1186/s13059-014-0465-4>), the implementation of the methods proposed by Ahn and Wang (2013) <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3621641/>, and the improved Ahn and Wang's methods that we proposed recently (Qiu and Li et al. (2017) <http://oprscience.com/wp-content/uploads/2016/07/new-score-tests-for-equality-of-variances-in-the-application-of-dna-methylation-data-analysis.pdf>).

Getting started

Package details

AuthorXuan Li [aut, ctb], Weiliang Qiu [aut, cre], Yuejiao Fu [aut, ctb], Xiaogang Wang [aut, ctb]
Bioconductor views Bioinformatics DifferentialExpression
MaintainerWeiliang Qiu <stwxq@channing.harvard.edu>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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diffMeanVar documentation built on May 2, 2019, 2:54 a.m.