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Statistical decision theory and bayesian analysis James O. Berger
Publisher: Springer

Now we return to an analysis of decision scenarios, armed with EDT and the counterfactual formulation of CDT. Note that those from the field of statistics who work on decision theory tend to talk about a "loss function," which is simply an inverse utility function. Bayesian Networks: A Practical Guide to. Bayes theorem for updating probabilities; 10.3. The basics of probability theory; 10.2. Statistical Decision Theory and Bayesian Analysis. For an overview of decision theory from this literature (Pearl 2000, ch. 154, Combinatorics graph theory algorithms and applications. 152, Statistical Decision theory and bayesian analysis. Bayesian Networks and Influence Diagrams: A Guide to Construction. 153, Applied and algorithmic graph.