GNU R estimation of false discovery dates and higher criticism
Estimates 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 coefficients, t-scores). The proportion of
null values and the parameters of the null distribution are adaptively
estimated from the data. In addition, the package contains functions for
non-parametric density estimation (Grenander estimator), for monotone
regression (isotonic regression and antitonic regression with weights),
for computing the greatest convex minorant (GCM) and the least concave
majorant (LCM), for the half-normal and correlation distributions, and
for computing empirical higher criticism (HC) scores and the
corresponding decision threshold.
