CRAN/E | CommKern

CommKern

Network-Based Communities and Kernel Machine Methods

Installation

About

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).

github.com/aljensen89/CommKern

Key Metrics

Version 1.0.1
R ≥ 4.0.0
Published 2022-09-23 570 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks CommKern results
Language en-us

Downloads

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Maintainer

Maintainer

Alexandria Jensen

alexandria.jensen@cuanschutz.edu

Authors

Alexandria Jensen

aut / cre

Peter DeWitt

ctb

Debashis Ghosh

ths

Material

README
NEWS
Reference manual
Package source

Vignettes

CommKern

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CommKern archive

Depends

R ≥ 4.0.0

Imports

ggnewscale
ggplot2
gridExtra
Matrix
RColorBrewer
reshape2

Suggests

knitr
matrixcalc
pheatmap
rmarkdown