Bayesian model selection and statistical modeling. (©2010)

• Record Type: Book
• Further Information: Note: Tomohiro Ando.
• Other Names: Ando, Tomohiro
• Contents: Introduction to Bayesian analysis -- Asymptotic approach for Bayesian inference -- Computational approach for Bayesian inference -- Bayesian approach for model selection -- Simulation approach for computing the marginal likelihood -- Various Bayesian model selection criteria --Theoretical development and comparisons -- Bayesian model averaging.
• Publisher Details: Boca Raton, FL : Chapman & Hall/CRC
• Publication Date: 2010
• Copyright Date: 2010
• Extent: 1 online resource (xiv, 284 pages), illustrations
• Subjects: 519.5/42; Bayesian statistical decision theory; Mathematical statistics; Mathematical models; Bayes Theorem; Statistics as Topic; Models, Theoretical; Mathematics; MATHEMATICS -- Probability & Statistics -- Bayesian Analysis; Bayesian statistical decision theory; Mathematical models; Mathematical statistics; Electronic books
• Languages: English
• ISBNs: 9781439836156; 1439836159
• Related ISBNs: 9781439836149; 1439836140
• Notes: Note: Includes bibliographical references (pages 265-284).; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.