The BUGS book : a practical introduction to Bayesian analysis /: a practical introduction to Bayesian analysis. ([2012])

• Record Type: Book
• Further Information: Note: David Lunn, Christopher Jackson, Nicky Best, Andrew Thomas, David Spiegelhalter.
• Authors: Lunn, David, 1971-; Jackson, Christopher (Christopher Hamilton); Best, Nicky; Thomas, Andrew; Spiegelhalter, D. J
• Contents: Introduction : probability and parameters -- Monte Carlo simulations using BUGS -- Introduction to Bayesian inference -- Introduction to Markov chain Monte Carlo methods -- Prior distributions -- Regression models -- Categorical data -- Model checking and comparison -- Issues in modelling -- Hierarchical models -- Specialised models -- Different implementations of BUGS.
• Publisher Details: Boca Raton : CRC Press, Taylor & Francis Group
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xvii, 371 pages), illustrations
• Subjects: 519.5/42; Bayesian statistical decision theory; MATHEMATICS -- Probability & Statistics -- General; Bayesian statistical decision theory; Electronic books
• Languages: English
• ISBNs: 9781466586666; 1466586664
• Related ISBNs: 9781584888499; 1584888490
• Notes: Note: Includes bibliographical references (pages 357-371).; 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.