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

# 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
- Package README

## 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