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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. Bayesian Networks: A Practical Guide to. Statistical Decision Theory and Bayesian Analysis. One of the directions for developing the corresponding methods is the fuzzy classification which applies the main ideas of fuzzy set theory to various classification problems. Statistical Decision Theory and Bayesian Analysis (Springer Series. Berger, amazon.com/gp/product/1441930744. Models Applications and Data Analysis Methods. Bayesian Networks and Influence Diagrams: A Guide to Construction. The value of the loss function itself is a random quantity because it depends on the outcome of a random variable X. And use of hierarchical linear models (HLM), the book has been. Statistical Decision Theory and Bayesian Analysis | SPSSGuide.com . A special very important problem of the statistical machine learning is the classification problem which can be regarded as a task of classifying some objects into classes in accordance with their properties or features.