
CRAN . RSTUDIO . COM {
}
Title:
CRAN: Package ggm
Description:
Provides functions for defining mixed graphs containing three types of edges, directed, undirected and bi-directed, with possibly multiple edges. These graphs are useful because they capture fundamental independence structures in multivariate distributions and in the induced distributions after marginalization and conditioning. The package is especially concerned with Gaussian graphical models for (i) ML estimation for directed acyclic graphs, undirected and bi-directed graphs and ancestral graph models (ii) testing several conditional independencies (iii) checking global identification of DAG Gaussian models with one latent variable (iv) testing Markov equivalences and generating Markov equivalent graphs of specific types.
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Keywords {🔍}
graphs, models, ggmtgz, ggm, markov, aut, ggmzip, rrelease, roldrel, graphical, mixed, types, edges, directed, undirected, bidirected, distributions, package, gaussian, graph, testing, imports, giovanni, marchetti, binaries, arm, reverse, functions, defining, possibly, multiple, capture, fundamental, independence, structures, multivariate, induced, marginalization, conditioning, concerned, estimation, acyclic, ancestral, conditional, independencies, iii, checking, global, identification, dag,
Topics {✒️}
graphical markov models gaussian graphical models checking global identification dag gaussian models mathias drton [aut] gz windows binaries /stathin/ggm needscompilation ggm results documentation testing markov equivalences defining mixed graphs possibly multiple edges ancestral graph models canonical form https directed acyclic graphs graphicalmodels cran checks zip macos binaries bi-directed graphs org/package=ggm mixed graphs reverse imports bi-directed marchetti [aut ggm author multivariate distributions induced distributions ml estimation conditional independencies latent variable methods imports igraph published gpl-2 url reference manual pdf downloads r-devel r-release r-oldrel tgs linking r-project package source specific types graphs ggm directed edges testing graph https package 32614/cran marchetti
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