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causalDisco
View on CRAN: Click
here
Download and install causalDisco package within the R console
Install from CRAN:
install.packages("causalDisco")
Install from Github:
library("remotes")
install_github("cran/causalDisco")
Install by package version:
library("remotes")
install_version("causalDisco", "0.9.1")
Attach the package and use:
library("causalDisco")
Maintained by
Anne Helby Petersen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-12
Latest Update: 2022-05-12
Description:
Various tools for inferring causal models from observational data. The package
includes an implementation of the temporal Peter-Clark (TPC) algorithm. Petersen, Osler
and Ekstr
How to cite:
Anne Helby Petersen (2022). causalDisco: Tools for Causal Discovery on Observational Data. R package version 0.9.1, https://cran.r-project.org/web/packages/causalDisco. Accessed 25 May. 2025.
Previous versions and publish date:
No previous versions
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View causalDisco citation profile
Other R packages that causalDisco depends,
imports, suggests or enhances
Complete documentation for causalDisco
Functions, R codes and Examples using
the causalDisco R package
Some associated functions: F1 . FDR . FOR . G1 . NPV . adj_confusion . as.graphNEL . average_degree . compare . confusion . corTest . dir_confusion . edges . essgraph2amat . evaluate.array . evaluate.matrix . evaluate . evaluate.tamat . gausCorScore . graph2amat . is_cpdag . is_pdag . maketikz . maxnedges . nDAGs . nedges . plot.tamat . plot.tpdag . plot.tskeleton . plotTempoMech . precision . probmat2amat . recall . regTest . shd . simDAG . simGausFromDAG . specificity . tamat . tpc . tpcExample .
Some associated R codes: causalDisco-package.R . compare.R . confusion.R . corTest.R . edges.R . evaluate.R . gausCorScore.R . maketikz.R . metrics.R . misc.R . nDAGs.R . plot.R . plotTempoMech.R . probmat2amat.R . regTest.R . simDAG.R . simGausFromDAG.R . tamat.R . tpc.R . Full causalDisco package functions and examples
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