Estimation and Control of (Local) False Discovery Rates
Description
This package allows to estimate both tail area-based
false discovery rates (Fdr) as well as local false discovery rates (fdr)
for a variety of null models (p-values, z-scores, correlation coeficients,
t-statistics). The proportion of null values and the parameters
of the null distribution are adaptively estimated from the data.
In addition, the package contains unctions for non-parametric density
estimation (Grenander estimator), for monotonic regression, for
computing the greatest convex minorant (GCM) and the least concave
majorant (LCM), and for the half-normal and correlation distribution.