micd: Multiple Imputation in Causal Graph Discovery

Modified functions of the package 'pcalg' and some additional functions to run the PC and the FCI (Fast Causal Inference) algorithm for constraint-based causal discovery in incomplete and multiply imputed datasets. Foraita R, Friemel J, Günther K, Behrens T, Bullerdiek J, Nimzyk R, Ahrens W, Didelez V (2020) <doi:10.1111/rssa.12565>; Andrews RM, Foraita R, Didelez V, Witte J (2021) <doi:10.48550/arXiv.2108.13395>; Witte J, Foraita R, Didelez V (2022) <doi:10.1002/sim.9535>.

Version: 1.1.1
Depends: R (≥ 3.0.2), pcalg, mice
Imports: RBGL, Rfast, methods, stats, utils
Suggests: nnet, ranger, Rgraphviz, testthat (≥ 3.0.0)
Published: 2023-02-17
DOI: 10.32614/CRAN.package.micd
Author: Ronja Foraita ORCID iD [aut, cph, cre], Janine Witte [aut]
Maintainer: Ronja Foraita <foraita at leibniz-bips.de>
BugReports: https://github.com/bips-hb/micd/issues
License: GPL (≥ 3)
URL: https://github.com/bips-hb/micd
NeedsCompilation: no
Citation: micd citation info
Materials: README NEWS
CRAN checks: micd results


Reference manual: micd.pdf


Package source: micd_1.1.1.tar.gz
Windows binaries: r-devel: micd_1.1.1.zip, r-release: micd_1.1.1.zip, r-oldrel: micd_1.1.1.zip
macOS binaries: r-release (arm64): micd_1.1.1.tgz, r-oldrel (arm64): micd_1.1.1.tgz, r-release (x86_64): micd_1.1.1.tgz, r-oldrel (x86_64): micd_1.1.1.tgz
Old sources: micd archive


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