DiscreteQvalue

Improved q-Values for Discrete Uniform and Homogeneous Tests

CRAN Package

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.

  • Version1.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release04/01/2020

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Insights

Last 30 days

This package has been downloaded 149 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.

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0 downloadsMar 2, 2025
6 downloadsMar 3, 2025
13 downloadsMar 4, 2025
6 downloadsMar 5, 2025
3 downloadsMar 6, 2025
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2 downloadsMar 10, 2025
7 downloadsMar 11, 2025
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6 downloadsMar 23, 2025
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4 downloadsMar 25, 2025
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1 downloadsMar 31, 2025
6 downloadsApr 1, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,032 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 23 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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Dependencies

  • Suggests2 packages