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) ; Andrews RM, Bang CW, Didelez V, Witte J, Foraita R (2021) ; Witte J, Foraita R, Didelez V (2022) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("micd")

1.1.2 by Ronja Foraita, a year ago


https://github.com/bips-hb/micd


Report a bug at https://github.com/bips-hb/micd/issues


Browse source code at https://github.com/cran/micd


Authors: Ronja Foraita [aut, cph, cre] (ORCID: , Janine Witte [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports RBGL, Rfast, methods, stats, utils

Depends on pcalg, mice

Suggests nnet, ranger, Rgraphviz, testthat


Suggested by causalDisco.


See at CRAN