TWO-STAGE BAYESIAN NETS
TWO-STAGE BAYESIAN NETS
Objective Bayesianism yields a justification of the causal Markov condition: in certain circumstances, the objective Bayesian net is just the causal net and so the causal net is an appropriate representation of rational degrees of belief. However, the resulting Bayesian net may not yield accurate enough predictions. This motivates a two-stage methodology for using Bayesian nets: first construct a causal net, then refine this net to better represent physical probability.
Keywords: objective Bayesianism, causal Markov condition, two-stage methodology, causal net
Oxford Scholarship Online requires a subscription or purchase to access the full text of books within the service. Public users can however freely search the site and view the abstracts and keywords for each book and chapter.
Please, subscribe or login to access full text content.
If you think you should have access to this title, please contact your librarian.
To troubleshoot, please check our FAQs , and if you can't find the answer there, please contact us .
