howmany: A lower bound for the number of correct rejections

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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.

Author
Nicolai Meinshausen
Date of publication
2012-06-01 16:06:00
Maintainer
Nicolai Meinshausen <meinshausen@stats.ox.ac.uk>
License
GPL
Version
0.3-1
URLs

View on CRAN

Man pages

howmany
Number of correct rejections, for independent test statistics
howmany_dependent
Number of correct rejections, for dependent test statistics
lowerbound
The lower bound for the number of correct rejections
plot.howmany
Plot of an object of class 'howmany'
print.howmany
Print an object of class 'howmany'
summary.howmany
Summary of an object of class 'howmany'

Files in this package

howmany
howmany/MD5
howmany/README
howmany/R
howmany/R/summary.howmany.R
howmany/R/print.howmany.R
howmany/R/plot.howmany.R
howmany/R/lowerbound.R
howmany/R/howmany_dependent.R
howmany/R/howmany.R
howmany/R/get.boundingfunction.independent.R
howmany/R/get.boundingfunction.dependent.R
howmany/R/find.beta.R
howmany/NAMESPACE
howmany/man
howmany/man/summary.howmany.Rd
howmany/man/print.howmany.Rd
howmany/man/plot.howmany.Rd
howmany/man/lowerbound.Rd
howmany/man/howmany_dependent.Rd
howmany/man/howmany.Rd
howmany/DESCRIPTION