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 sund.ku.dk> |
| BugReports: | https://github.com/annennenne/causalDisco/issues |
| License: | GPL-2 |
| URL: | https://github.com/annennenne/causalDisco |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | causalDisco results |
| Reference manual: | causalDisco.pdf |
| Package source: | causalDisco_0.9.1.tar.gz |
| Windows binaries: | r-devel: causalDisco_0.9.1.zip, r-release: causalDisco_0.9.1.zip, r-oldrel: causalDisco_0.9.1.zip |
| 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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