CRAN/E | micd

micd

Multiple Imputation in Causal Graph Discovery

Installation

About

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

Citation micd citation info
github.com/bips-hb/micd
Bug report File report

Key Metrics

Version 1.1.1
R ≥ 3.0.2
Published 2023-02-17 435 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks micd results

Downloads

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Maintainer

Maintainer

Ronja Foraita

foraita@leibniz-bips.de

Authors

Ronja Foraita

aut / cph / cre

Janine Witte

aut

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

micd archive

Depends

R ≥ 3.0.2
pcalg
mice

Imports

RBGL
Rfast
methods
stats
utils

Suggests

nnet
ranger
Rgraphviz
testthat ≥ 3.0.0