TestCor

FWER and FDR Controlling Procedures for Multiple Correlation Tests

Different multiple testing procedures for correlation tests are implemented. These procedures were shown to theoretically control asymptotically the Family Wise Error Rate (Roux (2018) <https://tel.archives-ouvertes.fr/tel-01971574v1>) or the False Discovery Rate (Cai & Liu (2016) <doi:10.1080/01621459.2014.999157>). The package gather four test statistics used in correlation testing, four FWER procedures with either single step or stepdown versions, and four FDR procedures.

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Description file content

Package
TestCor
Title
FWER and FDR Controlling Procedures for Multiple Correlation Tests
Version
0.0.0.9
Date
2019-01-20
Maintainer
Gannaz Irène
Description
Different multiple testing procedures for correlation tests are implemented. These procedures were shown to theoretically control asymptotically the Family Wise Error Rate (Roux (2018) ) or the False Discovery Rate (Cai & Liu (2016) ). The package gather four test statistics used in correlation testing, four FWER procedures with either single step or stepdown versions, and four FDR procedures.
Depends
R (>= 3.4)
Encoding
UTF-8
License
GPL (>= 2)
Imports
Rcpp, MASS, stats
LinkingTo
Rcpp
RoxygenNote
6.1.1
NeedsCompilation
yes
Packaged
2019-02-04 22:35:53 UTC; igannaz
Author
Gannaz Irène [aut, cre], Roux Marine [aut]
Repository
CRAN
Date/Publication
2019-02-08 17:33:24 UTC

install.packages('TestCor')

0.0.0.9

13 days ago

Gannaz Irène

GPL (>= 2)

Depends on

R (>= 3.4)

Imports

Rcpp, MASS, stats

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