bioconda / packages / bioconductor-hybridmtest 1.38.0

Hybrid Multiple Testing

Installers

Info: This package contains files in non-standard labels.

conda install

  • linux-64  v1.24.0
  • osx-64  v1.24.0
  • noarch  v1.38.0
To install this package with conda run one of the following:
conda install -c bioconda bioconductor-hybridmtest
conda install -c bioconda/label/gcc7 bioconductor-hybridmtest
conda install -c bioconda/label/cf201901 bioconductor-hybridmtest

Description

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.


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