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bnstruct - MaRDI portal

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bnstruct (Q40974)

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Bayesian Network Structure Learning from Data with Missing Values
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bnstruct
Bayesian Network Structure Learning from Data with Missing Values

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    1.0.14
    30 November 2022
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    1.0.1
    10 November 2016
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    1.0.2
    13 December 2016
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    1.0.4
    31 August 2018
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    1.0.5
    2 July 2019
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    1.0.6
    9 July 2019
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    1.0.7
    9 May 2020
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    1.0.8
    22 May 2020
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    1.0.9
    9 March 2021
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    1.0.10
    6 May 2021
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    1.0.11
    19 May 2021
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    1.0.12
    9 January 2022
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    1.0.13
    20 October 2022
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    1.0
    30 July 2015
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    1.0.15
    9 January 2024
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    9 January 2024
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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.
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