Computing Power and Sample Size for the False Discovery Rate in Multiple Applications

---

Documentation for package ‘FDRsamplesize2’ version 0.2.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

alpha.power.fdr	Compute p-value threshold for given the proportion pi0 of tests with a true null
average.power.coxph	Compute the average power of many Cox regression models
average.power.fisher	Compute average power of many Fisher's exact tests
average.power.hart	Compute average power for RNA-seq experiments assuming Negative Binomial distribution
average.power.li	Compute average power for RNA-Seq experiments assuming Poisson distribution
average.power.oneway	Compute average power of many one-way ANOVA tests
average.power.ranksum	Compute average power of rank-sum tests
average.power.signrank	Compute average power of many signed-rank tests
average.power.signtest	Compute average power of many sign tests
average.power.t.test	Compute average power of many t-tests
average.power.tcorr	Compute average power of many t-tests for non-zero correlation
average.power.twoprop	Computer average power of many two proportion z-tests
fdr.avepow	Compute FDR and average power for a given sample size and effect size vector
fdr.power.alpha	Compute FDR for given p-value threshold, average power and proportion of tests with a true null
find.sample.size	Determines the sample size needed to achieve the desired FDR and average power
n.fdr.coxph	Sample size calculation for the Cox proportional hazards regression model
n.fdr.fisher	Sample size calculation for Fisher's Exact tests
n.fdr.negbin	Sample size calculation for Negative Binomial data
n.fdr.oneway	Sample size calculation for one-way ANOVA
n.fdr.poisson	Sample size calculation for Poisson data
n.fdr.ranksum	Sample size calculation for rank-sum tests
n.fdr.signrank	Sample size calculation for signed-rank tests
n.fdr.signtest	Sample size calculation for sign tests
n.fdr.tcorr	Sample size calculation for t-tests for non-zero correlation
n.fdr.ttest	Sample size calculation for t-tests
n.fdr.twoprop	Sample size calculation for comparing two proportions
power.cox	Compute the power of a single-predictor Cox regression model
power.fisher	Compute power for Fisher's exact test
power.hart	Compute power for RNA-seq experiments assuming Negative Binomial distribution
power.li	Compute power for RNA-Seq experiments assuming Poisson distribution
power.oneway	Compute power of one-way ANOVA
power.ranksum	Compute power of the rank-sum test
power.signrank	Compute power of the signed-rank test
power.signtest	Compute power of the sign test
power.tcorr	Compute power of the t-test for non-zero correlation