Other packages > Find by keyword >

DiscreteQvalue  

Improved q-Values for Discrete Uniform and Homogeneous Tests
View on CRAN: Click here


Download and install DiscreteQvalue package within the R console
Install from CRAN:
install.packages("DiscreteQvalue")

Install from Github:
library("remotes")
install_github("cran/DiscreteQvalue")

Install by package version:
library("remotes")
install_version("DiscreteQvalue", "1.1")



Attach the package and use:
library("DiscreteQvalue")
Maintained by
Marta Cousido Rocha
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-21
Latest Update: 2020-04-01
Description:
We consider a multiple testing procedure used in many modern applications which is the q-value method proposed by Storey and Tibshirani (2003), . 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.
How to cite:
Marta Cousido Rocha (2019). DiscreteQvalue: Improved q-Values for Discrete Uniform and Homogeneous Tests. R package version 1.1, https://cran.r-project.org/web/packages/DiscreteQvalue. Accessed 07 Mar. 2026.
Previous versions and publish date:
1.0 (2019-10-21 16:10)
Other packages that cited DiscreteQvalue R package
View DiscreteQvalue citation profile
Other R packages that DiscreteQvalue depends, imports, suggests or enhances
Complete documentation for DiscreteQvalue
Functions, R codes and Examples using the DiscreteQvalue R package
Some associated functions: DQ . DiscreteQvalue-package . 
Some associated R codes: DQ.R . DiscreteQvalue-package.R . Rp.R . est.pi0.disc.R . get.tbl.full.R . pi0_G.R . q.value_pi0.R . which.min.left.R . zzz.R .  Full DiscreteQvalue package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA