INLA

fdrtool — estimation of tail area-based false discovery rates (Fdr/q-values) and density-based local false discovery rates (fdr) from observed test statistics. Supports four null models: normal (z-sco

1 shared topic • 1 shared operation

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 • 1 shared operation

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

1 shared topic • 1 shared operation

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 • 1 shared operation

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 • 1 shared operation