FDRsampsize: Compute Sample Size that Meets Requirements for Average Power and FDR

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Defines a collection of functions to compute average power and sample size for studies that use the false discovery rate as the final measure of statistical significance.

Author
Stan Pounds <stanley.pounds@stjude.org>
Date of publication
2016-01-15 10:28:09
Maintainer
Stan Pounds <stanley.pounds@stjude.org>
License
GPL-2
Version
1.0

View on CRAN

Man pages

afdr
Compute the anticipated FDR
alpha.fdr
Find the fixed p-value threshold that controls the FDR at a...
alpha.power
Find the p-value threshold that gives a specified average...
average.power
Compute average power for a given sample size
fdr.power
Compute the average power at a specific FDR control level
fdr.sampsize
Determine sample size required to achieve a desired average...
FDRsampsize-package
An R package to Perform Power and Sample Size Calculations...
n.fdr
Find the sample size that meets desired FDR and power...
pi.star
Compute the anticipated null proportion estimate
power.cox
Compute the power of a single-predictor Cox regression model
power.hart
Compute Power for RNA-seq Experiments Assuming Negative...
power.li
Compute Power for RNA-Seq Experiments Assuming Poisson...
power.onesampt
Compute power of the one-sample t-test
power.oneway
Compute power of one-way ANOVA
power.ranksum
Compute power of the rank-sum test
power.signtest
Compute power of the sign test
power.tcorr
Compute Power of the t-test for non-zero correlation
power.twosampt
Compute power of the two-samples t-test

Files in this package

FDRsampsize
FDRsampsize/NAMESPACE
FDRsampsize/R
FDRsampsize/R/fdr-sampsize-v1.0e.R
FDRsampsize/MD5
FDRsampsize/DESCRIPTION
FDRsampsize/man
FDRsampsize/man/fdr.power.Rd
FDRsampsize/man/afdr.Rd
FDRsampsize/man/alpha.fdr.Rd
FDRsampsize/man/fdr.sampsize.Rd
FDRsampsize/man/alpha.power.Rd
FDRsampsize/man/FDRsampsize-package.Rd
FDRsampsize/man/n.fdr.Rd
FDRsampsize/man/power.onesampt.Rd
FDRsampsize/man/power.signtest.Rd
FDRsampsize/man/power.oneway.Rd
FDRsampsize/man/power.hart.Rd
FDRsampsize/man/power.twosampt.Rd
FDRsampsize/man/power.tcorr.Rd
FDRsampsize/man/power.ranksum.Rd
FDRsampsize/man/pi.star.Rd
FDRsampsize/man/power.cox.Rd
FDRsampsize/man/average.power.Rd
FDRsampsize/man/power.li.Rd