Foundations for Bayesian networks

In David Corfield & Jon Williamson (eds.), Foundations of Bayesianism. Kluwer Academic Publishers 75--115 (2001)
Bayesian networks may either be treated purely formally or be given an interpretation. I argue that current foundations are problematic, and put forward new foundations which involve aspects of both the interpreted and the formal approaches
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