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FDX (version 1.0.2)

False Discovery Exceedance Controlling Multiple Testing Procedures

Description

Multiple testing procedures for heterogeneous and discrete tests as described in Dhler and Roquain (2019) . The main algorithms of the paper are available as continuous, discrete and weighted versions.

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Version

Install

install.packages('FDX')

Monthly Downloads

532

Version

1.0.2

License

GPL (>= 2)

Maintainer

Florian Junge

Last Published

September 2nd, 2020

Functions in FDX (1.0.2)

kernel

Kernel functions

discrete.LR

Discrete Lehmann-Romano procedure

FDX-package

False Discovery Exceedance (FDX) Control for Heterogeneous and Discrete Tests

amnesia

Amnesia and other drug reactions in the MHRA pharmacovigilance spontaneous reporting system

continuous.LR

Continuous Lehmann-Romano procedure

print.FDX

Printing FDX results

continuous.GR

Continuous Guo-Romano procedure

weighted.GR

Weighted Guo-Romano Procedure

plot.FDX

Plot Method for FDX objects

weighted.LR

Weighted Lehmann-Romano Procedure

discrete.PB

Discrete Poisson-Binomial procedure

rejection.path

Rejection Path Plot (for FDX objects)

fast.Discrete

Fast application of discrete procedures

summary.FDX

Summarizing Discrete FDX Results

hist.FDX

Histogram of Raw p-Values

discrete.GR

Discrete Guo-Romano procedure

weighted.PB

Weighted Poisson-Binomial Procedure