Other packages > Find by keyword >

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 27 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PeakSegOptimal  
Optimal Segmentation Subject to Up-Down Constraints
Computes optimal changepoint models using the Poisson likelihood for non-negative count data, subj ...
Download / Learn more Package Citations See dependency  
AHSurv  
Flexible Parametric Accelerated Hazards Models
Flexible parametric Accelerated Hazards (AH) regression models in overall and relative survival fram ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
assert  
Validate Function Arguments
Lightweight validation tool for checking function arguments and validating data analysis scripts. T ...
Download / Learn more Package Citations See dependency  
AzureKeyVault  
Key and Secret Management in 'Azure'
Manage keys, certificates, secrets, and storage accounts in Microsoft's 'Key Vault' service: ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA