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

Statistical Decision Theory and Bayesian Analysis. Principles and Theory for Data Mining and Machine Learning. Statistical Decision Theory and Bayesian Analysis (Springer Series in Statistics) by James O. Dr David Rossell (from 15 Jul 2013). Professor Gareth Roberts, Stochastic processes, computational statistics, Bayesian statistics and mathematical finance. Reminiscences of a Statistician. Couldn't really get into it at first reading, but will retry b/c recommendation by Jaynes. The basics of probability theory; 10.2. ȴ�叶斯: Statistical Decision Theory and Bayesian Analysis. Bayes theorem for updating probabilities; 10.3. 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. For an overview of decision theory from this literature (Pearl 2000, ch. Berger, amazon.com/gp/product/1441930744. The Bayesian Choice : From Decision-Theoretic Foundations to Computational Implementation. Now we return to an analysis of decision scenarios, armed with EDT and the counterfactual formulation of CDT. Applications to signal processing. Dr Ben Graham Theory of rough paths. Introduction to Statistical Decision Theory by Pratt/Raiffa/Schlaifer. Statistical Decision Theory and Bayesian Analysis by J.O.Berger. Statistical Analysis With Missing Data. Decision Analysis; Decision Support; Risk Analysis and Communication; Statistical Techniques; Information Systems; Collaboration and the Web; Public Sector; Environmental Management; Emergency Management. I'll recommend a book I find canonical that covers the philosophical and practical problems of hypothesis testing quite well and in depth: Statistical Decision Theory and Bayesian Analysis by J.O.