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

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 T. Holloway [aut, cre]
MaintainerShannon T. Holloway <shannon.t.holloway@gmail.com>
LicenseGPL-2
Version1.4
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 June 8, 2025, 11:23 a.m.