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Item Details
Title: BAYESIAN APPROACH TO INTERPRETING ARCHAEOLOGICAL DATA
By: Caitlin E. Buck, Cliff Litton, William G. Cavanagh
Format: Hardback

List price: £140.95


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ISBN 10: 0471961973
ISBN 13: 9780471961970
Publisher: JOHN WILEY AND SONS LTD
Pub. date: 17 April, 1996
Series: Statistics in Practice
Pages: 402
Description: This book explores the processes through which archaeologists analyze data and describes how these techniques can be made more rigorous and effective by sound statistical modelling.
Synopsis: Statistics in Practice A new series of practical books outlining the use of statistical techniques in a wide range of application areas: Human and Biological Sciences Earth and Environmental Sciences Industry, Commerce and Finance The authors of this important text explore the processes through which archaeologists analyse their data and how these can be made more rigorous and effective by sound statistical modelling. They assume relatively little previous statistical or mathematical knowledge. Introducing the idea underlying the Bayesian approach to the statistical analysis of data and their subsequent interpretation, the authors demonstrate the major advantage of this approach, i.e. that it allows the incorporation of relevant prior knowledge or beliefs into the analysis. By doing so it provides a logical and coherent way of updating beliefs from those held before observing the data to those held after taking the data into account. To illustrate the power and effectiveness of mathematical and statistical modelling within the Bayesian framework, a variety of real case studies are presented covering areas of common interest to archaeologists.These case studies cover applications in areas such as radiocarbon dating, spatial analysis, provenance studies and other dating methods. Background to these case studies is provided for those readers not so familiar with the subject. Thus, the book provides an examination of the theoretical and practical consequences of Bayesian analysis for examining problems in archaeology. Students of archaeology and related disciplines and professional archaeologists will find the book an informative and practical introduction to the subject.
Illustrations: line drawings, halftones
Publication: UK
Imprint: John Wiley & Sons Ltd
Returns: Returnable
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