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) <arXiv:2108.13395>; Witte J, Foraita R, Didelez V (2022) <doi:10.1002/sim.9535>.

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Package details

AuthorRonja Foraita [aut, cph, cre] (<https://orcid.org/0000-0003-2216-6653>), Janine Witte [aut]
MaintainerRonja Foraita <foraita@leibniz-bips.de>
LicenseGPL (>= 3)
URL https://github.com/bips-hb/micd
Package repositoryView on CRAN
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micd documentation built on March 7, 2023, 6:03 p.m.