causalDisco: Tools for Causal Discovery on Observational Data

Various tools for inferring causal models from observational data. The package includes an implementation of the temporal Peter-Clark (TPC) algorithm. Petersen, Osler and Ekstrøm (2021) <doi:10.1093/aje/kwab087>. It also includes general tools for evaluating differences in adjacency matrices, which can be used for evaluating performance of causal discovery procedures.

Version: 0.9.1
Depends: R (≥ 3.5.0)
Imports: pcalg, igraph, RColorBrewer, gtools, clipr, methods, scales
Published: 2022-05-12
DOI: 10.32614/CRAN.package.causalDisco
Author: Anne Helby Petersen [aut, cre]
Maintainer: Anne Helby Petersen <ahpe at>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
CRAN checks: causalDisco results


Reference manual: causalDisco.pdf


Package source: causalDisco_0.9.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): causalDisco_0.9.1.tgz, r-oldrel (arm64): causalDisco_0.9.1.tgz, r-release (x86_64): causalDisco_0.9.1.tgz, r-oldrel (x86_64): causalDisco_0.9.1.tgz


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