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, Bang CW, Didelez V, Witte J, Foraita R (2021) <doi:10.1093/ije/dyae113>; Witte J, Foraita R, Didelez V (2022) <doi:10.1002/sim.9535>.
| Version: | 1.1.2 |
| Depends: | R (≥ 3.0.2),pcalg,mice |
| Imports: | RBGL,Rfast, methods, stats, utils |
| Suggests: | nnet,ranger,Rgraphviz,testthat (≥ 3.0.0) |
| Published: | 2025-10-23 |
| DOI: | 10.32614/CRAN.package.micd |
| Author: | Ronja Foraita [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: | NEWS |
| CRAN checks: | micd results |
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