DiscreteFDR

Multiple Testing Procedures with Adaptation for Discrete Tests

Multiple testing procedures described in the paper Döhler, Durand and Roquain (2018) "New FDR bounds for discrete and heterogeneous tests" <doi:10.1214/18-EJS1441>. The main procedures of the paper (HSU and HSD), their adaptive counterparts (AHSU and AHSD), and the HBR variant are available and are coded to take as input a set of observed p-values and their discrete support under the null. A function to compute such p-values and supports for Fisher's exact tests is also provided, along with a wrapper allowing to apply discrete procedures directly from contingency tables.

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Package
DiscreteFDR
Type
Package
Title
Multiple Testing Procedures with Adaptation for Discrete Tests
Version
1.3-1
Date
2019-07-13
Description
Multiple testing procedures described in the paper Döhler, Durand and Roquain (2018) "New FDR bounds for discrete and heterogeneous tests" . The main procedures of the paper (HSU and HSD), their adaptive counterparts (AHSU and AHSD), and the HBR variant are available and are coded to take as input a set of observed p-values and their discrete support under the null. A function to compute such p-values and supports for Fisher's exact tests is also provided, along with a wrapper allowing to apply discrete procedures directly from contingency tables.
License
MIT + file LICENSE
Encoding
UTF-8
Depends
R (>= 2.10)
LazyData
true
RoxygenNote
6.1.1
Suggests
R.rsp
VignetteBuilder
R.rsp
Imports
Rcpp (>= 1.0.1), methods
LinkingTo
Rcpp
NeedsCompilation
yes
Packaged
2019-07-13 15:52:10 UTC; Florian
Author
Sebastian Döhler [ctb], Guillermo Durand [aut, ctb], Florian Junge [aut, cre], Etienne Roquain [ctb]
Maintainer
Florian Junge
Repository
CRAN
Date/Publication
2019-07-13 23:20:13 UTC

install.packages('DiscreteFDR')

1.3-1

6 days ago

Florian Junge

MIT + file LICENSE

Depends on

R (>= 2.10)

Imports

Rcpp (>= 1.0.1), methods

Suggests

R.rsp

Discussions