Package: FDX 1.0.8-240910

FDX: False Discovery Exceedance Controlling Multiple Testing Procedures

Multiple testing procedures for heterogeneous and discrete tests as described in Döhler and Roquain (2019) <arxiv:1912.04607v1>. The main algorithms of the paper are available as continuous, discrete and weighted versions. They take as input the results of a test procedure from package 'DiscreteTests', or a set of observed p-values and their discrete support under their nulls. A shortcut function to obtain such p-values and supports is also provided, along with wrappers allowing to apply discrete procedures directly to data.

Authors:Sebastian Döhler [aut], Florian Junge [aut, cre], Etienne Roquain [ctb]

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Bug tracker:https://github.com/disohda/fdx/issues

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Exports:continuous.GRcontinuous.GR2continuous.LRcontinuous.LR2DGRdirect.discrete.GRdirect.discrete.LRdirect.discrete.PBdiscrete.GRdiscrete.GR2discrete.LRdiscrete.LR2discrete.PBdiscrete.PB2DLRDPBfast.Discrete.GRfast.Discrete.LRfast.Discrete.PBGRkernel_DGR_critkernel_DGR_fastkernel_DLR_critkernel_DLR_fastkernel_DPB_critkernel_DPB_fastkernel_wGR_fastkernel_wLR_fastkernel_wPB_fastLRNDGRNDLRNDPBNGRNLRrejection.pathweighted.GRweighted.GR2weighted.LRweighted.LR2weighted.PBweighted.PB2wGR.AMwGR.GMwLR.AMwLR.GMwPB.AMwPB.GM

Dependencies:backportscheckmatecliDiscreteDatasetsDiscreteFDRDiscreteTestsgluelifecyclePoissonBinomialpracmaR6RcppRcppArmadillorlang