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Bayesian Method for Causal Discovery of Latent-Variable Models from a Mixture of Experimental and Observational Data

This paper describes a Bayesian method for learning causal Bayesian networks through networks that contain latent variables from an arbitrary mixture of observational and experimental data. The paper presents Bayesian methods (including a new method) for learning the causal structure and parameters...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Comput Stat Data Anal
Prif Awdur: Yoo, Changwon
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2012
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7441591/
https://ncbi.nlm.nih.gov/pubmed/32831439
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2012.01.010
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