DiscreteQvalue v1.0

0

Monthly downloads

0th

Percentile

Improved q-Values for Discrete Uniform and Homogeneous Tests

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, pi_0, is plugged in the FDR estimator. We implement the q-value method based on two classical pi_0 estimators, and furthermore, we propose and implement three versions of the q-value method for homogeneous discrete uniform P-values based on pi_0 estimators which take into account the discrete distribution of the P-values.

Functions in DiscreteQvalue

Name Description
DiscreteQvalue-package Improved q-Values for Discrete Uniform and Homogeneous Tests
DQ Improved q-Values for Discrete Uniform and Homogeneous Tests
No Results!

Last month downloads

Details

License GPL-2
Encoding UTF-8
LazyData true
RoxygenNote 6.1.1
NeedsCompilation no
Packaged 2019-10-18 11:50:39 UTC; mcousido
Repository CRAN
Date/Publication 2019-10-21 14:10:09 UTC

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/DiscreteQvalue)](http://www.rdocumentation.org/packages/DiscreteQvalue)