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

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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 learn... ...