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hommel (version 1.6)

Methods for Closed Testing with Simes Inequality, in Particular Hommel's Method

Description

Provides methods for closed testing using Simes local tests. In particular, calculates adjusted p-values for Hommel's multiple testing method, and provides lower confidence bounds for true discovery proportions. A robust but more conservative variant of the closed testing procedure that does not require the assumption of Simes inequality is also implemented. The methods have been described in detail in Goeman et al (2016) .

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Version

Install

install.packages('hommel')

Monthly Downloads

488

Version

1.6

License

GPL (>= 2)

Maintainer

Last Published

December 17th, 2021

Functions in hommel (1.6)

hommel

Calculates adjusted p-values of Hommel's method efficiently.
Local test

P-values and adjusted p-values of local tests
hommel-package

Methods for closed testing with Simes inequality, in particular Hommel's method
True Discoveries

Confidence bounds for the number of discoveries
Concentration set

Concentration set calculation
hommel class

Class "hommel" for storing the result of Hommel's multiple testing method.