fdrtool

qvalue — Q-value estimation for false discovery rate control in multiple hypothesis testing. Estimates q-values, the proportion of true null hypotheses (pi0), and local false discovery rates from vect

2 shared topics • 2 shared operations

HDMT — High-Dimensional Mediation Testing for joint significance of exposure-mediator and mediator-outcome associations. Controls FWER and FDR for mediation hypotheses in high-dimensional settings (ep

1 shared topic • 2 shared operations

RStan — R interface to Stan for full Bayesian inference via MCMC (NUTS/HMC), approximate inference via ADVI, and penalized MLE via L-BFGS. Compile Stan programs in-process with stan() or stan_model(),

1 shared topic • 2 shared operations

Use when calculating sample size for two-sample and paired t-tests, Wilcoxon-Mann-Whitney tests on ordered categorical outcomes with ties, or Cochran-Mantel-Haenszel mean-score trend tests with the R

1 shared topic • 2 shared operations

Stan — probabilistic programming language for Bayesian statistical modeling and high-performance inference. Full Bayesian inference via No-U-Turn Sampler (NUTS/HMC), approximate inference via Automati

1 shared topic • 2 shared operations