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In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hie

Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis provides the theoretical background to approach decision theory from a statistic

They then examine the Bernoulli, Poisson, and Normal (univariate and multivariate) data generating processes.

Evaluating statistical procedures through decision and game theory, as first proposed by Neyman and Pearson and extended by Wald, is the goal of this problem-or