An Introduction to Bayesian Analysis: Theory and Methods

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This is a graduate-level textbook on Bayesian analysis blending modern Bayesian theory, methods, and applications. Starting from basic statistics, undergraduate calculus and linear algebra, ideas of both subjective and objective Bayesian analysis are developed to a level where real-life data can be analyzed using the current techniques of statistical computing. Advances in both low-dimensional and high-dimensional problems are covered, as well as important topics such as empirical Bayes and hierarchical Bayes methods and ...

An Introduction to Bayesian Analysis: Theory and Methods 2010, Springer-Verlag New York Inc., New York, NY

ISBN-13: 9781441923035

Paperback

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An Introduction to Bayesian Analysis: Theory and Methods 2006, Springer, New York, NY

ISBN-13: 9780387400846

Hardcover

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