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

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.

Package details

AuthorPeter Hettegger [aut, cre] (<https://orcid.org/0000-0001-8557-588X>)
Bioconductor views BatchEffect BiomedicalInformatics DifferentialExpression GeneExpression Genetics MicroRNAArray Microarray Normalization Preprocessing RNASeq Sequencing Software StatisticalMethod
MaintainerPeter Hettegger <p.hettegger@gmail.com>
URL https://github.com/phettegger/randRotation
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))


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randRotation documentation built on April 14, 2021, 6:01 p.m.