BNPA: An R package to learn path analysis input models from a data set semi-automatically using Bayesian networks

Epidemiologists constantly search for methodologies that help them better understand how diseases work. Populations urge these improvements to combat these diseases more effectively. The literature presents several authors defending the idea that epidemiologists should be able to develop causal mode...

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Veröffentlicht in:	Knowledge-based systems 2021-07, Vol.223, p.107042, Article 107042
Hauptverfasser:	Carvalho, Elias Cesar Araujo de, Vissoci, Joao Ricardo Nickenig, Andrade, Luciano de, Machado, Wagner de Lara, Paraiso, Emerson Cabrera, Nievola, Julio Cesar
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayesian analysis Bayesian networks Causal inference Datasets Epidemiology Machine learning Mathematical models Multivariate statistical analysis Path analysis R-package
Online-Zugang:	Volltext
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