neurodata/r-mgc: Multiscale Graph Correlation

Multiscale Graph Correlation (MGC) is a framework developed by Vogelstein et al. (2019) <10.7554/eLife.41690> that extends global correlation procedures to be multiscale; consequently, MGC tests typically require far fewer samples than existing methods for a wide variety of dependence structures and dimensionalities, while maintaining computational efficiency. Moreover, MGC provides a simple and elegant multiscale characterization of the potentially complex latent geometry underlying the relationship.

Getting started

Package details

MaintainerEric Bridgeford <[email protected]>
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
neurodata/r-mgc documentation built on Dec. 4, 2019, 6:30 a.m.