highTtest: Simultaneous Critical Values for t-Tests in Very High Dimensions
Version 1.1

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.

Getting started

Package details

AuthorHongyuan Cao [aut], Michael Kosorok [aut], Shannon Holloway [aut, cre]
Date of publication2015-02-22 00:09:18
MaintainerShannon Holloway <[email protected]>
LicenseGPL-2
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("highTtest")

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highTtest documentation built on May 29, 2017, 11:03 a.m.