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 
[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 |
Documentation:
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