NetCoupler: Inference of Causal Links Between a Network and an External Variable

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.

Package details

AuthorLuke Johnston [aut, cre, cph] (ORCID: <https://orcid.org/0000-0003-4169-2616>), Clemens Wittenbecher [aut, cph] (ORCID: <https://orcid.org/0000-0001-7792-877X>), Fabian Eichelmann [ctb], Helena Zacharias [ctb], Daniel Ibsen [ctb] (ORCID: <https://orcid.org/0000-0002-7038-4770>)
MaintainerLuke Johnston <lwjohnst@gmail.com>
LicenseMIT + file LICENSE
Version0.1.1
URL https://github.com/NetCoupler/NetCoupler https://netcoupler.github.io/NetCoupler/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("NetCoupler")

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NetCoupler documentation built on June 8, 2025, 10:36 a.m.