bips-hb/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>.

Getting started

Package details

MaintainerRonja Foraita <foraita@leibniz-bips.de>
LicenseGPL (>= 3)
Version1.1.1
URL https://github.com/bips-hb/micd
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("bips-hb/micd")
bips-hb/micd documentation built on Feb. 22, 2023, 7:59 p.m.