
CRAN . RSTUDIO . COM {
}
Title:
CRAN: Package bnstruct
Description:
Bayesian Network Structure Learning from Data with Missing Values. The package implements the Silander-Myllymaki complete search, the Max-Min Parents-and-Children, the Hill-Climbing, the Max-Min Hill-climbing heuristic searches, and the Structural Expectation-Maximization algorithm. Available scoring functions are BDeu, AIC, BIC. The package also implements methods for generating and using bootstrap samples, imputed data, inference.
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27 years and 1 months (reg. 1998-05-15).
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Keywords {🔍}
bnstruct, package, bnstructtgz, bayesian, network, structure, learning, data, license, gpl, bnstructzip, rrelease, roldrel, reverse, missing, values, implements, maxmin, hillclimbing, methods, suggests, aut, alberto, franzin, file, citation, binaries, arm, silandermyllymaki, complete, search, parentsandchildren, heuristic, searches, structural, expectationmaximization, algorithm, scoring, functions, bdeu, aic, bic, generating, bootstrap, samples, imputed, inference, version, depends, bitops,
Topics {✒️}
silander-myllymaki complete search structural expectation-maximization algorithm max-min parents francesco sambo [aut] alberto franzin [aut gz windows binaries canonical form https bnstruct results documentation tgs reverse suggests file license [expanded file license] needscompilation missing values hill-climbing missingdata cran checks zip macos binaries org/package=bnstruct reverse imports methods suggests bnstruct author texttt{bnstruct} scoring functions implements methods bootstrap samples testthat published cre] maintainer readme news reference manual pdf vignettes r-devel r-release r-oldrel boltzmm linking r-project package implements package source imputed data bnstruct citation package 32614/cran zip //cran data children bdeu aic bic generating inference version
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