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CommKern  

Network-Based Communities and Kernel Machine Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CommKern", "1.0.1")



Attach the package and use:
library("CommKern")
Maintained by
Alexandria Jensen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-20
Latest Update: 2022-09-23
Description:
Analysis of network community objects with applications to neuroimaging data. There are two main components to this package. The first is the hierarchical multimodal spinglass (HMS) algorithm, which is a novel community detection algorithm specifically tailored to the unique issues within brain connectivity. The other is a suite of semiparametric kernel machine methods that allow for statistical inference to be performed to test for potential associations between these community structures and an outcome of interest (binary or continuous).
How to cite:
Alexandria Jensen (2022). CommKern: Network-Based Communities and Kernel Machine Methods. R package version 1.0.1, https://cran.r-project.org/web/packages/CommKern. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-09-20 11:46)
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