Other packages > Find by keyword >

pwrFDR  

FDR Power
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pwrFDR", "3.2.4")



Attach the package and use:
library("pwrFDR")
Maintained by
Grant Izmirlian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-17
Latest Update: 2025-01-14
Description:
This is a package for calculating two differing notions of power, or deriving sample sizes for specified requisite power in multiple testing experiments under a variety of methods for control of the distribution of the False Discovery Proportion (FDP). More specifically, one can choose to control the FDP distribution according to control of its (i) mean, e.g. the usual BH-FDR procedure, or via the probability that it exceeds a given value, delta, via (ii) the Romano procedure, or via (iii) my procedure based upon asymptotic approximation. Likewise, we can think of the power in multiple testing experiments in terms of a summary of the distribution of the True Positive Proportion (TPP). The package will compute power, sample size or any other missing parameter required for power based upon (i) the mean of the TPP which is the average power (ii) the probability that the TPP exceeds a given value, lambda, via my asymptotic approximation procedure. The theoretical results are described in Izmirlian, G. (2020) Stat. and Prob. letters, , and an applied paper describing the methodology with a simulation study is in preparation.
How to cite:
Grant Izmirlian (2018). pwrFDR: FDR Power. R package version 3.2.4, https://cran.r-project.org/web/packages/pwrFDR. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.80 (2018-01-17 10:45), 1.85 (2018-01-25 23:47), 1.90 (2018-04-09 21:41), 1.95 (2018-08-22 23:30), 2.8.4 (2020-09-26 08:00), 2.8.6 (2020-11-04 00:20), 2.8.7 (2021-01-14 06:10), 2.8.9 (2021-05-12 18:10), 3.2.2 (2024-12-18 18:00)
Other packages that cited pwrFDR R package
View pwrFDR citation profile
Other R packages that pwrFDR depends, imports, suggests or enhances
Complete documentation for pwrFDR
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
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  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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