Bayesian decision analysis principles and practice

• Main Author: Smith, J. Q., 1953-
• Format: eBook
• Language: English
• Published: Cambridge ; New York : Cambridge University Press, 2010.
• Subjects: Bayesian statistical decision theory.; elektronické knihy; electronic books
• ISBN: 9780511860355; 9780511857744; 9780511856006; 9780521764544; 9780511856877; 9780511779237; 9786612941887
• Physical Description: 1 online zdroj (ix, 338 p.) : ill.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity

"Bayesian decision analysis supports principled decision making in complex domains. This textbook takes the reader from a formal analysis of simple decision problems to a careful analysis of the sometimes very complex and data rich structures confronted by practitioners. The book contains basic material on subjective probability theory and multi-attribute utility theory, event and decision trees, Bayesian networks, influence diagrams and causal Bayesian networks. The author demonstrates when and how the theory can be successfully applied to a given decision problem, how data can be sampled and expert judgements elicited to support this analysis, and when and how an effective Bayesian decision analysis can be implemented. Evolving from a third-year undergraduate course taught by the author over many years, all of the material in this book will be accessible to a student who has completed introductory courses in probability and mathematical statistics"--Provided by publisher.