CRAN/E | NetCoupler

NetCoupler

Inference of Causal Links Between a Network and an External Variable

Installation

About

The 'NetCoupler' algorithm identifies potential direct effects of correlated, high-dimensional variables formed as a network with an external variable. The external variable may act as the dependent/response variable or as an independent/predictor variable to the network.

github.com/NetCoupler/NetCoupler
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.5.0
Published 2022-04-08 743 days ago
Needs compilation? no
License MIT
License File
CRAN checks NetCoupler results
Language en-US

Downloads

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Maintainer

Maintainer

Luke Johnston

lwjohnst@gmail.com

Authors

Luke Johnston

aut / cre / cph

Clemens Wittenbecher

aut

Fabian Eichelmann

ctb

Helena Zacharias

ctb

Daniel Ibsen

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Getting started with NetCoupler

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0

Imports

checkmate
dplyr
ids
igraph
lifecycle
magrittr
pcalg
ppcor
purrr
rlang ≥ 0.4.6
stats
tibble
tidyselect
utils
tidygraph

Suggests

broom
furrr
knitr
rmarkdown
spelling
testthat ≥ 2.1.0