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howmany (version 0.3-1)

A lower bound for the number of correct rejections

Description

When testing multiple hypotheses simultaneously, this package provides functionality to calculate a lower bound for the number of correct rejections (as a function of the number of rejected hypotheses), which holds simultaneously -with high probability- for all possible number of rejections. As a special case, a lower bound for the total number of false null hypotheses can be inferred. Dependent test statistics can be handled for multiple tests of associations. For independent test statistics, it is sufficient to provide a list of p-values.

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Version

Install

install.packages('howmany')

Monthly Downloads

65

Version

0.3-1

License

GPL

Last Published

June 1st, 2012

Functions in howmany (0.3-1)

howmany_dependent

Number of correct rejections, for dependent test statistics
print.howmany

Print an object of class 'howmany'
plot.howmany

Plot of an object of class 'howmany'
lowerbound

The lower bound for the number of correct rejections
howmany

Number of correct rejections, for independent test statistics
summary.howmany

Summary of an object of class 'howmany'