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elitism  

Equipment for Logarithmic and Linear Time Stepwise Multiple Hypothesis Testing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("elitism", "1.1.1")



Attach the package and use:
library("elitism")
Maintained by
Jiangtao Gou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-02
Latest Update: 2023-09-02
Description:
Recently many new p-value based multiple test procedures have been proposed, and these new methods are more powerful than the widely used Hochberg procedure. These procedures strongly control the familywise error rate (FWER). This is a comprehensive collection of p-value based FWER-control stepwise multiple test procedures, including six procedure families and thirty multiple test procedures. In this collection, the conservative Hochberg procedure, linear time Hommel procedures, asymptotic Rom procedure, Gou-Tamhane-Xi-Rom procedures, and Quick procedures are all developed in recent five years since 2014. The package name "elitism" is an acronym of "e"quipment for "l"ogarithmic and l"i"near "ti"me "s"tepwise "m"ultiple hypothesis testing. See Gou, J. (2022), "Quick multiple test procedures and p-value adjustments", Statistics in Biopharmaceutical Research 14(4), 636-650.
How to cite:
Jiangtao Gou (2019). elitism: Equipment for Logarithmic and Linear Time Stepwise Multiple Hypothesis Testing. R package version 1.1.1, https://cran.r-project.org/web/packages/elitism. Accessed 30 Jan. 2025.
Previous versions and publish date:
1.0.4 (2019-07-02 16:00)
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