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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.
Package details |
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Author | Francesco Sambo [aut], Alberto Franzin [aut, cre] |
Maintainer | Alberto Franzin <afranzin@ulb.ac.be> |
License | GPL (>= 2) | file LICENSE |
Version | 1.0.15 |
Package repository | View on CRAN |
Installation |
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