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GroupTest (version 1.0.1)

Multiple Testing Procedure for Grouped Hypotheses

Description

Contains functions for a two-stage multiple testing procedure for grouped hypothesis, aiming at controlling both the total posterior false discovery rate and within-group false discovery rate.

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Version

Install

install.packages('GroupTest')

Monthly Downloads

136

Version

1.0.1

License

GPL-3

Maintainer

Zhigen Zhao

Last Published

November 26th, 2015

Functions in GroupTest (1.0.1)

GroupTest_simulate

Simulated data set to demonstrate the package
GT.wrapper

Multiple testing procedure for the grouped hypothesis
GT.em

EM Algorithm
GT.decision

Between- and within-group decisions
GT.localfdr

Between and within group local fdr scores
AYP

AYP of California, 2013
GroupTest-package

Multiple Hypothesis Testing Procedure for the Grouped Hypotheses