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mgc  

Multiscale Graph Correlation
View on CRAN: Click here


Download and install mgc package within the R console
Install from CRAN:
install.packages("mgc")

Install from Github:
library("remotes")
install_github("cran/mgc")

Install by package version:
library("remotes")
install_version("mgc", "2.0.2")



Attach the package and use:
library("mgc")
Maintained by
Eric Bridgeford
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-12
Latest Update: 2020-06-23
Description:
Multiscale Graph Correlation (MGC) is a framework developed by Vogelstein et al. (2019) 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.
How to cite:
Eric Bridgeford (2018). mgc: Multiscale Graph Correlation. R package version 2.0.2, https://cran.r-project.org/web/packages/mgc. Accessed 06 Jun. 2026.
Previous versions and publish date:
1.0.1 (2018-04-13 23:17), 1.0 (2018-04-12 12:50)
Other packages that cited mgc R package
View mgc citation profile
Other R packages that mgc depends, imports, suggests or enhances
Complete documentation for mgc
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