gen.coefs

<p>A helper function to generate a d-dimensional linear transformation matrix.</p>

internal

Multiscale Graph Correlation (MGC) is a framework developed by Vogelstein et al. (2019) <DOI: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.

Eric Bridgeford

Multiscale Graph Correlation

Censheng Shen

Shangsi Wang

Joshua Vogelstein

gen.coefs function

A helper function to generate a d-dimensional linear transformation matrix. — gen.coefs

A helper function to generate a d-dimensional linear transformation matrix.

gen.coefs: A helper function to generate a d-dimensional linear transformation matrix.

Description

Usage

Arguments

Value