CRAN/E | DiscreteQvalue

DiscreteQvalue

Improved q-Values for Discrete Uniform and Homogeneous Tests

Installation

About

We consider a multiple testing procedure used in many modern applications which is the q-value method proposed by Storey and Tibshirani (2003), doi:10.1073/pnas.1530509100. The q-value method is based on the false discovery rate (FDR), hence versions of the q-value method can be defined depending on which estimator of the proportion of true null hypotheses, p0, is plugged in the FDR estimator. We implement the q-value method based on two classical pi0 estimators, and furthermore, we propose and implement three versions of the q-value method for homogeneous discrete uniform P-values based on pi0 estimators which take into account the discrete distribution of the P-values.

Key Metrics

Version 1.1
Published 2020-04-01 1475 days ago
Needs compilation? no
License GPL-2
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Maintainer

Maintainer

Marta Cousido Rocha

martacousido@uvigo.es

Authors

Marta Cousido Rocha

aut / cre

José Carlos Soage González
ctr
Jacobo de Uña Álvarez

aut / ths

Sebastian Döhler

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DiscreteQvalue archive

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