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Bayesian statistical decision theory

Most popular at the top

  • Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysisby Uffe B. Kjærulff; Anders L. Madsen

    Springer New York 2007; US$ 74.74

    This book provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. The theory and methods presented are illustrated through more than 140 examples. more...

  • Introduction to Bayesian Statisticsby Karl-Rudolf Koch

    Springer Berlin Heidelberg 2007; US$ 140.41

    This book presents Bayes? theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way... more...

  • Bayesian Reliabilityby Michael S. Hamada; Alyson Wilson; C. Shane Reese; Harry Martz

    Springer New York 2008; US$ 151.21

    This book is a reference collection of modern Bayesian methods in reliability for use by reliability practitioners. There are more than 70 illustrative examples, most of which utilize real-world data. It can also be used as a textbook and contains more than 160 exercises. more...

  • Modeling and Reasoning with Bayesian Networksby Adnan Darwiche

    Cambridge University Press 2009; US$ 58.00

    This book introduces the formal foundations and practical applications of Bayesian networks. more...

  • Bayesian Methods for Measures of Agreementby Lyle D. Broemeling

    CRC Press 2009; US$ 109.95

    Using WinBUGS to implement Bayesian inferences of estimation and testing hypotheses, Bayesian Methods for Measures of Agreement presents useful methods for the design and analysis of agreement studies. It focuses on agreement among the various players in the diagnostic process. The author employs a Bayesian approach to provide statistical inferences... more...

  • Data Analysisby Devinderjit Sivia; John Skilling

    OUP Oxford 2006; US$ 52.99

    One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples. - Katie St. Clair MAA Reviews more...

  • Bayesian Computation with Rby Jim Albert

    Springer New York 2009; US$ 43.66

    There has been a dramatic growth in the development and application of Bayesian inferential methods. Some of this growth is due to the availability of powerful simulation-based algorithms to summarize posterior distributions. There has been also a growing interest in the use of the system R for statistical analyses. R's open source nature, free... more...

  • Bayesian Theoryby José M. Bernardo; Adrian F. M. Smith

    Wiley 2009; US$ 509.00 US$ 441.13

    This highly acclaimed text, now available in paperback, provides a thorough account of key concepts and theoretical results, with particular emphasis on viewing statistical inference as a special case of decision theory. Information-theoretic concepts play a central role in the development of the theory, which provides, in particular, a detailed discussion... more...

  • Rational Decisionsby Ken Binmore

    Princeton University Press 2008; US$ 32.95 US$ 29.98

    It is widely held that Bayesian decision theory is the final word on how a rational person should make decisions. However, Leonard Savage--the inventor of Bayesian decision theory--argued that it would be ridiculous to use his theory outside the kind of small world in which it is always possible to "look before you leap." If taken seriously, this... more...

  • Bayesian Estimation and Trackingby Anton J. Haug

    Wiley 2012; US$ 137.00 US$ 118.73

    A practical approach to estimating and tracking dynamic systems in real-worl applications Much of the literature on performing estimation for non-Gaussian systems is short on practical methodology, while Gaussian methods often lack a cohesive derivation. Bayesian Estimation and Tracking addresses the gap in the field on both accounts, providing... more...