randRotation-package {randRotation}R Documentation

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

Description

A collection of methods for performing random orthogonal transformations (random rotations) on high-dimensional 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, particularly non-linear, batch effect correction methods. The package further provides methods for estimating the local degrees of freedom of data mappings.

Details

Please refer to the package vignette for further details on usage and for a "quick start". rotateStat is basically the central function of the package.

Author(s)

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

See Also

Useful links:


[Package randRotation version 1.0.0 Index]