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Bayesian Approach to Intrepreting Archaeological Data Caitlin E. Buck (University of Wales, Cardiff, UK)

Bayesian Approach to Intrepreting Archaeological Data By Caitlin E. Buck (University of Wales, Cardiff, UK)

Bayesian Approach to Intrepreting Archaeological Data by Caitlin E. Buck (University of Wales, Cardiff, UK)


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Summary

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.

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Bayesian Approach to Intrepreting Archaeological Data Summary

Bayesian Approach to Intrepreting Archaeological Data by Caitlin E. Buck (University of Wales, Cardiff, UK)

Statistics in Practice A new series of practical books outliningthe use of statistical techniques in a wide range of applicationareas:

  • Human and Biological Sciences
  • Earth and Environmental Sciences
  • Industry, Commerce and Finance

The authors of this important text explore the processes throughwhich archaeologists analyse their data and how these can be mademore rigorous and effective by sound statistical modelling. Theyassume relatively little previous statistical or mathematicalknowledge. Introducing the idea underlying the Bayesian approach tothe statistical analysis of data and their subsequentinterpretation, the authors demonstrate the major advantage of thisapproach, i.e. that it allows the incorporation of relevant priorknowledge or beliefs into the analysis. By doing so it provides alogical and coherent way of updating beliefs from those held beforeobserving the data to those held after taking the data intoaccount. To illustrate the power and effectiveness of mathematicaland statistical modelling within the Bayesian framework, a varietyof real case studies are presented covering areas of commoninterest to archaeologists. These case studies cover applicationsin areas such as radiocarbon dating, spatial analysis, provenancestudies and other dating methods. Background to these case studiesis provided for those readers not so familiar with the subject.Thus, the book provides an examination of the theoretical andpractical consequences of Bayesian analysis for examining problemsin archaeology. Students of archaeology and related disciplines andprofessional archaeologists will find the book an informative andpractical introduction to the subject.

About Caitlin E. Buck (University of Wales, Cardiff, UK)

Caitlin E. Buck is a British archaeologist and statistician specialising the application of Bayesian statistics to archaeology, and known for her work in radiocarbon dating. She is a professor in the Department of Mathematics and Statistics at the University of Sheffield.

William G. Cavanagh is the author of Bayesian Approach to Intrepreting Archaeological Data, published by Wiley.

Cliff D. Litton is the author of Bayesian Approach to Intrepreting Archaeological Data, published by Wiley.

Table of Contents

The Bayesian Approach to Statistical Archaeology.

Outline of the Approach.

Modelling in Archaeology.

Quantifying Uncertainty: The Probability Concept.

Statistical Modelling.

Bivariate and Multivariate Distributions.

Bayesian Inference.

Implementation Issues.

Interpretation of Radiocarbon Results.

Spatial Analysis.

Sourcing and Provenancing.

Application to Other Dating Methods.

The Way Forward.

References.

Index.

Additional information

CIN0471961973G
9780471961970
0471961973
Bayesian Approach to Intrepreting Archaeological Data by Caitlin E. Buck (University of Wales, Cardiff, UK)
Used - Good
Hardback
John Wiley & Sons Inc
19960417
404
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

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