Other packages > Find by keyword >

fdrtool  

Estimation of (Local) False Discovery Rates and Higher Criticism
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fdrtool", "1.2.18")



Attach the package and use:
library("fdrtool")
Maintained by
Korbinian Strimmer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-08-12
Latest Update: 2024-08-20
Description:
Estimates both tail area-based false discovery rates (Fdr) as well as local false discovery rates (fdr) for a variety of null models (p-values, z-scores, correlation coefficients, t-scores). The proportion of null values and the parameters of the null distribution are adaptively estimated from the data. In addition, the package contains functions for non-parametric density estimation (Grenander estimator), for monotone regression (isotonic regression and antitonic regression with weights), for computing the greatest convex minorant (GCM) and the least concave majorant (LCM), for the half-normal and correlation distributions, and for computing empirical higher criticism (HC) scores and the corresponding decision threshold.
How to cite:
Korbinian Strimmer (2006). fdrtool: Estimation of (Local) False Discovery Rates and Higher Criticism. R package version 1.2.18, https://cran.r-project.org/web/packages/fdrtool. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:38), 1.0.0 (2006-08-12 13:42), 1.1.0 (2007-02-18 19:50), 1.1.1 (2007-04-11 10:21), 1.1.2 (2007-05-29 17:42), 1.1.3 (2007-06-15 08:09), 1.1.4 (2007-07-07 20:46), 1.2.0 (2007-10-21 17:06), 1.2.1 (2008-01-03 11:40), 1.2.2 (2008-02-25 14:58), 1.2.3 (2008-02-27 08:52), 1.2.4 (2008-03-05 18:59), 1.2.5 (2008-07-07 14:50), 1.2.6 (2009-11-20 08:53), 1.2.7 (2011-03-19 07:20), 1.2.8 (2012-01-19 21:42), 1.2.9 (2012-05-27 18:56), 1.2.10 (2012-07-25 17:17), 1.2.11 (2013-09-15 09:47), 1.2.12 (2014-04-16 00:55), 1.2.13 (2014-11-14 08:16), 1.2.14 (2015-03-09 22:33), 1.2.15 (2015-07-08 09:50), 1.2.16 (2021-01-06 23:30), 1.2.17 (2021-11-13 21:30)
Other packages that cited fdrtool R package
View fdrtool citation profile
Other R packages that fdrtool depends, imports, suggests or enhances
Complete documentation for fdrtool
Functions, R codes and Examples using the fdrtool R package
Some associated functions: censored.fit . dcor0 . fdrtool-internal . fdrtool . gcmlcm . grenander . halfnorm . hc.score . monoreg . pval.estimate.eta0 . pvalues . 
Some associated R codes: approximate.fit.R . censored.fit.R . dcor0.R . ecdf.pval.R . fdrtool.R . fndr.cutoff.R . gcmlcm.R . grenander.R . halfnorm.R . hc.score.R . monoreg.R . nullmodel.R . pval.estimate.eta0.R .  Full fdrtool package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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