Package: micd 1.1.1

Ronja Foraita

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>.

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

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Bug tracker:https://github.com/bips-hb/micd/issues

On CRAN:

causal-discoverygraphical-modelsmultiple-imputation

19 exports 2 stars 0.93 score 86 dependencies 12 scripts 242 downloads

Last updated 2 years agofrom:3babeb0327. Checks:OK: 5 NOTE: 2. Indexed: yes.

Exports:boot.graphdisCItwddisMItestfciMIflexCItestflexCItwdflexMItestgaussCItestMIgaussCItwdgaussMItestgetSuffmake.formulas.saturatedmakeResidualsmixCItestmixCItwdmixMItestpcMIskeletonMIwith_graph

Dependencies:abindbackportsbdsmatrixBHBiocGenericsBiocManagerbitbit64bootbroomclicliprclueclustercodetoolscolorspacecorpcorcpp11crayonDEoptimRdplyrfansifastICAforcatsforeachgenericsggmglmnetgluegraphhavenhmsigraphiteratorsjomolatticelifecyclelme4lmtestmagrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpcalgpillarpkgconfigprettyunitsprogresspurrrR6RBGLRcppRcppArmadilloRcppEigenRcppGSLRcppParallelRcppZigguratreadrRfastrlangrobustbaserpartsfsmiscshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vcdvctrsvroomwithrzoo