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highTtest (version 1.3)

Simultaneous Critical Values for t-Tests in Very High Dimensions

Description

Implements the method developed by Cao and Kosorok (2011) for the significance analysis of thousands of features in high-dimensional biological studies. It is an asymptotically valid data-driven procedure to find critical values for rejection regions controlling the k-familywise error rate, false discovery rate, and the tail probability of false discovery proportion.

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Version

Install

install.packages('highTtest')

Monthly Downloads

224

Version

1.3

License

GPL-2

Last Published

June 6th, 2022

Functions in highTtest (1.3)

highTtest

Simultaneous critical values for t-tests in very high dimensions
highTtest-class

Class "highTtest"
vennD-methods

~~ Methods for Function vennD ~~
plot-methods

~~ Methods for Function plot ~~