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hiertest (version 1.1)

Convex Hierarchical Testing of Interactions

Description

Implementation of the convex hierarchical testing (CHT) procedure introduced in Bien, Simon, and Tibshirani (2015) Convex Hierarchical Testing of Interactions. Annals of Applied Statistics. Vol. 9, No. 1, 27-42.

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Version

Install

install.packages('hiertest')

Monthly Downloads

10

Version

1.1

License

GPL-3

Maintainer

Jacob Bien

Last Published

May 5th, 2015

Functions in hiertest (1.1)

hiertest-package

Convex Hierarchical Testing of Interactions.
interactions.above

Get significant interactions above a threshold
print.hiertest

Print Convex Hierarchical Testing Statistics
compute.contrasts

Computes contrasts
hiertest

Convex Hierarchical Testing Method
print.estfdr

Print the estimated FDR
estimate.fdr

Estimate FDR
plot.estfdr

Plot the estimated FDR
plot.hiertest

Plot Convex Hierarchical Testing Statistics