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.
Documentation: Downloads: Reverse dependencies: Reverse depends: DiffCorr, DMCHMM, GeneCycle, GeneNet, GSRI, HybridMTest, les, metapone, sda, st, TBEST Reverse imports: admix, asm, beam, carSurv, DEP, EGRNi, ERP, fitdistcp, FitHiC, ggisotonic, HDMT, hdthreshold, iclogcondist, idiolect, IHW, IHWpaper, InvStablePrior, LorMe, medScan, meshr, MixTwice, MonotoneHazardRatio, NetworkToolbox, nlnet, oposSOM, OVESEG, PolySTest, qgraph, rags2ridges, Rtpca, SimSeq, SMAHP, SOHPIE, survML, vaccine Reverse suggests: dsos, frontier, GiANT, mutoss, sand, wrMisc, wrProteo Linking:Please use the canonical form https://CRAN.R-project.org/package=fdrtool to link to this page.
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