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Bayesian Methods

Name: Bayesian Methods
Brand: Cambridge University Press
SKU: 04459592
Price: 44447 HUF
Availability: InStock
Author: Thomas Leonard
ISBN: 9780521594172

An Analysis for Statisticians and Interdisciplinary Researchers

Thomas Leonard

Language

English

Book Hardback

Libristo code: 04459592

Publishers Cambridge University Press, June 1999

This book describes the Bayesian approach to statistics at a level suitable for final year undergrad... Full description

Libristo code: 04459592

297 b

44 447 Ft

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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.