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

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. Another name for probability theory, with hat tip to the God-fearing Reverend Thomas Bayes who earned naming rights with his Eighteenth century mathematical work. June 15, 2012 at 1:27 pm | Reply. Berger: Statistical Decision Theory and Bayesian Analysis (Springer, New York, 1985) 2nd ed. Peter de Blanc, I don't have an example, just a vague memory of reading about minimax-optimal decision rules in J. Smith: Bayesian Theory (Wiley, New York, 1994). Statistical Learning Theory vladinmir n Vapnik.pdf. Statistical Decision Theory and Bayesian Analysis James O Berger贝叶斯统计.djvu. Statistical Inference Casella & Berger.pdf. Berger, amazon.com/gp/product/1441930744. BART just does the Bayesian posterior inference. Van der Linde, “Bayesian Measures of Model Complexity and Fit,” J. None, except for terminology, . Berger's Statistical Decision Theory and Bayesian Analysis. What's the difference between machine learning, deep learning, big data, statistics, decision & risk analysis, probability, fuzzy logic, and all the rest? The classic reference for Bayesian decision theory is. Last Updated 3 December 2012, 7:24 AM EST. Statistical Decision Theory and Bayesian Analysis. Berger, Statistical Decision Theory and Bayesian Analysis, second ed.