HybridMTest: Hybrid Multiple Testing

Performs hybrid multiple testing that incorporates method selection and assumption evaluations into the analysis using empirical Bayes probability (EBP) estimates obtained by Grenander density estimation. For instance, for 3-group comparison analysis, Hybrid Multiple testing considers EBPs as weighted EBPs between F-test and H-test with EBPs from Shapiro Wilk test of normality as weigth. Instead of just using EBPs from F-test only or using H-test only, this methodology combines both types of EBPs through EBPs from Shapiro Wilk test of normality. This methodology uses then the law of total EBPs.

AuthorStan Pounds <stanley.pounds@stjude.org>, Demba Fofana <demba.fofana@stjude.org>
Date of publicationNone
MaintainerDemba Fofana <demba.fofana@stjude.org>
LicenseGPL Version 2 or later
Version1.18.0

View on Bioconductor

Files in this package

HybridMTest/DESCRIPTION
HybridMTest/NAMESPACE
HybridMTest/R
HybridMTest/R/bartlett.test2.R HybridMTest/R/compute.sim.auc.R HybridMTest/R/corr.sim.R HybridMTest/R/corr.sim.summary.R HybridMTest/R/generate.corr.data.R HybridMTest/R/generate.kgroup.data.R HybridMTest/R/generate.surv.data.R HybridMTest/R/grenander.R HybridMTest/R/grenander.ebp.R HybridMTest/R/hybrid.test.R HybridMTest/R/kgroup.sim.R HybridMTest/R/kgroup.sim.summary.R HybridMTest/R/ranksum.test.R HybridMTest/R/row.T.test.R HybridMTest/R/row.bartlett.R HybridMTest/R/row.cox.R HybridMTest/R/row.fligner.R HybridMTest/R/row.jung.R HybridMTest/R/row.kgrp.shapiro.R HybridMTest/R/row.kruskal.wallis.R HybridMTest/R/row.oneway.anova.R HybridMTest/R/row.pearson.R HybridMTest/R/row.ranksum.R HybridMTest/R/row.slr.resids.R HybridMTest/R/row.slr.shapiro.R HybridMTest/R/row.spearman.R HybridMTest/R/row.summary.R HybridMTest/R/shapiro.test2.R HybridMTest/R/surv.sim.R HybridMTest/R/surv.sim.summary.R
HybridMTest/build
HybridMTest/build/vignette.rds
HybridMTest/data
HybridMTest/data/GroupComp.data.rda
HybridMTest/data/correlation.data.rda
HybridMTest/inst
HybridMTest/inst/doc
HybridMTest/inst/doc/HybridMTest.R
HybridMTest/inst/doc/HybridMTest.Rnw
HybridMTest/inst/doc/HybridMTest.pdf
HybridMTest/man
HybridMTest/man/GroupComp.data.Rd HybridMTest/man/HybridMTest-package.Rd HybridMTest/man/correlation.data.Rd HybridMTest/man/grenander.ebp.Rd HybridMTest/man/hybrid.test.Rd HybridMTest/man/row.kgrp.shapiro.Rd HybridMTest/man/row.kruskal.wallis.Rd HybridMTest/man/row.oneway.anova.Rd HybridMTest/man/row.pearson.Rd HybridMTest/man/row.slr.shapiro.Rd HybridMTest/man/row.spearman.Rd
HybridMTest/vignettes
HybridMTest/vignettes/HybridMTest.Rnw
HybridMTest/vignettes/Thumbs.db

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.