Package: NetCoupler Title: Inference of Causal Links Between a Network and an External Variable Version: 0.1.1.9000 Authors@R: c( person("Luke", "Johnston", , "lwjohnst@gmail.com", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-4169-2616")), person("Clemens", "Wittenbecher", , "Clemens.Wittenbecher@dife.de", role = c("aut", "cph"), comment = c(ORCID = "0000-0001-7792-877X")), person("Fabian", "Eichelmann", , "Fabian.Eichelmann@dife.de", role = "ctb"), person("Helena", "Zacharias", , "helena.zacharias@helmholtz-muenchen.de", role = "ctb"), person("Daniel", "Ibsen", , "dbi@ph.au.dk", role = "ctb", comment = c(ORCID = "0000-0002-7038-4770")) ) Description: 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. License: MIT + file LICENSE URL: https://github.com/NetCoupler/NetCoupler, https://netcoupler.github.io/NetCoupler/ BugReports: https://github.com/NetCoupler/NetCoupler/issues 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) VignetteBuilder: knitr RdMacros: lifecycle biocViews: ByteCompile: true Encoding: UTF-8 LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 Language: en-US Config/pak/sysreqs: libglpk-dev libicu-dev libxml2-dev libssl-dev Repository: https://netcoupler.r-universe.dev Date/Publication: 2025-05-20 11:10:18 UTC RemoteUrl: https://github.com/netcoupler/netcoupler RemoteRef: HEAD RemoteSha: d4600ed8a410acd20515cb74e4d248ef1a15f51a NeedsCompilation: no Packaged: 2026-07-14 06:26:44 UTC; root Author: Luke Johnston [aut, cre, cph] (ORCID: ), Clemens Wittenbecher [aut, cph] (ORCID: ), Fabian Eichelmann [ctb], Helena Zacharias [ctb], Daniel Ibsen [ctb] (ORCID: ) Maintainer: Luke Johnston