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Bayesian statistical decision theory

Most popular at the top

  • Modeling and Reasoning with Bayesian Networksby Adnan Darwiche

    Cambridge University Press 2009; US$ 48.00

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

  • Bayesian Inferenceby William A Link; Richard J Barker

    Elsevier Science 2009; US$ 73.95

    This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists, ecologists and wildlife biologists. It emphasizes the power and usefulness of Bayesian methods in an ecological context. The advent of fast personal computers and easily available software... more...

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

    Wiley 2009; US$ 494.00

    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$ 28.95

    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$ 133.00

    A practical approach to estimating and tracking dynamic systems in real-world 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...

  • Bayesian Argumentationby Frank Zenker

    Springer 2012; US$ 129.00

    Relevant to, and drawing from, a range of disciplines, the chapters in this collection show the diversity, and applicability, of research in Bayesian argumentation. Together, they form a challenge to philosophers versed in both the use and criticism of Bayesian models who have largely overlooked their potential in argumentation. Selected from contributions... more...

  • Die Theorie, die nicht sterben wollteby Sharon Bertsch McGrayne; Carl Freytag

    Springer 2013; US$ 29.99

    Wenn sich die Fakten andern, andere ich meine Meinung. Und was tun Sie" "John Maynard Keynes "Suchmaschinen und Qualitatsmanagement, Versicherungen und Erdbebenvorhersagen, Verkehrsflusse, Geheimcodes und medizinische Prognosen die sogenannte Bayes sche Regel ist geradezu allgegenwartig und dennoch nur wenigen vertraut. Dabei ist sie... more...

  • Risk Assessment and Decision Analysis with Bayesian Networksby Norman Fenton; Martin Neil

    CRC Press 2013; US$ 87.95

    There Is More to Assessing Risk Than Statistics Introduction Predicting Economic Growth: The Normal Distribution and Its Limitations Patterns and Randomness: From School League Tables to Siegfried and Roy Dubious Relationships: Why You Should Be Very Wary of Correlations and Their Significance Values Spurious Correlations: How You Can Always Find... more...

  • Bayesian Artificial Intelligence, Second Editionby Kevin B. Korb; Ann E. Nicholson

    CRC Press 2010; US$ 109.95

    PROBABILISTIC REASONING Bayesian Reasoning Reasoning under uncertainty Uncertainty in AI Probability calculus Interpretations of probability Bayesian philosophy The goal of Bayesian AI Achieving Bayesian AI Are Bayesian networks Bayesian? Introducing Bayesian Networks Introduction Bayesian network basics Reasoning with Bayesian... more...

  • Introduction to Bayesian Statisticsby William M. Bolstad

    Wiley 2013; US$ 160.00

    Praise for the First Edition "I cannot think of a better book for teachers of introductory statistics who want a readable and pedagogically sound text to introduce Bayesian statistics." ? Statistics in Medical Research "[This book] is written in a lucid conversational style, which is so rare in mathematical writings. It does an excellent job... more...