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Item Details
Title: BAYESIAN METHODS
AN ANALYSIS FOR STATISTICIANS AND INTERDISCIPLINARY RESEARCHERS
By: Thomas Leonard, John S.J. Hsu
Format: Hardback

List price: £81.99
Our price: £71.74
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ISBN 10: 0521594170
ISBN 13: 9780521594172
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Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 13 June, 1999
Series: Cambridge Series in Statistical and Probabilistic Mathematics No. 5
Pages: 348
Description: Bayesian statistics directed towards mainstream statistics. How to infer scientific, medical, and social conclusions from numerical data.
Synopsis: This book describes the Bayesian approach to statistics at a level suitable for final year undergraduate and Masters students. It is unusual in presenting Bayesian statistics with a practical flavor and an emphasis on mainstream statistics, showing how to infer scientific, medical, and social conclusions from numerical data. The authors draw on many years of experience with practical and research programs and describe many statistical methods, not readily available elsewhere. A first chapter on Fisherian methods, together with a strong overall emphasis on likelihood, makes the text suitable for mainstream statistics courses whose instructors wish to follow mixed or comparative philosophies. The other chapters contain important sections relating to many areas of statistics such as the linear model, categorical data analysis, time series and forecasting, mixture models, survival analysis, Bayesian smoothing, and non-linear random effects models. The text includes a large number of practical examples, worked examples, and exercises. It will be essential reading for all statisticians, statistics students, and related interdisciplinary researchers.
Illustrations: 69 b/w illus. 27 tables 150 exercises
Publication: UK
Imprint: Cambridge University Press
Returns: Returnable
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