randRotation-package: randRotation: Random Rotation Methods for High Dimensional...

randRotation-packageR Documentation

randRotation: Random Rotation Methods for High Dimensional Data with Batch Structure

Description

A collection of methods for performing random rotations on high-dimensional, normally distributed data (e.g. microarray or RNA-seq data) with batch structure. The random rotation approach allows exact testing of dependent test statistics with linear models following arbitrary batch effect correction methods.

Details

Please refer to the package vignette for further details on usage and for a "quick start". rotateStat is the central function of the package. Methods are described in \insertCiteHettegger2021randRotation.

Author(s)

Maintainer: Peter Hettegger p.hettegger@gmail.com (ORCID)

References

\insertAllCited

See Also

Useful links:


phettegger/randRotation documentation built on April 10, 2023, 7:25 p.m.