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Estimation and Control of (Local) False Discovery Rates
Korbinian Strimmer.
GPL (>= 3)
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 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.
Package Version Released
fdrtool 1.2.9 2 years 25 weeks ago
fdrtool 1.2.8 2 years 43 weeks ago
fdrtool 1.2.7 3 years 35 weeks ago
fdrtool 1.2.6 5 years 3 days ago
fdrtool 1.2.5
fdrtool 1.2.11 1 year 9 weeks ago
fdrtool 1.2.10 2 years 17 weeks ago
fdrtool 1.2.0
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