Zhou, Y., Fenton, N. E., Zhu, C. (2016), "An Empirical Study of Bayesian Network Parameter Learning with Monotonic Causality Constraints", Decision Support Systems Vol 87, pages 69-79.
DOI ,pre-publication version here. See also blog posting
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Bayes and the Law