mgc 1.0.1
Multiscale Graph Correlation
Released Apr 13, 2018 by Eric Bridgeford
This package cannot yet be used with Renjin it depends on other packages which are not available:
SDMTools 1.1-221
Dependencies
SDMTools 1.1-221
MASS 7.3-50
Multiscale Graph Correlation (MGC) is a framework developed by Shen et al. (2017) 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.
