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

For an overview of decision theory from this literature (Pearl 2000, ch. Statistical Decision Theory and Bayesian Analysis. Now we return to an analysis of decision scenarios, armed with EDT and the counterfactual formulation of CDT. Mackay, information theory, inference and learning algorithms. The classic reference for Bayesian decision theory is. Statistical Analysis With Missing Data. Bayes theorem for updating probabilities; 10.3. The basics of probability theory; 10.2. Reminiscences of a Statistician. Berger, statistical decision theory and bayesian analysis. BART just does the Bayesian posterior inference. 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. June 15, 2012 at 1:27 pm | Reply. Principles and Theory for Data Mining and Machine Learning.