Disease Mapping with WinBUGS and MLwiN

Released on by Andrew B. Lawson
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  • Disease Mapping with WinBUGS and MLwiN Book Detail

  • Author : Andrew B. Lawson
  • Release Date : 2003-09-12
  • Publisher : John Wiley & Sons
  • Genre : Mathematics
  • Pages : 304
  • ISBN 13 : 9780470856048
  • File Size : 74,74 MB
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Disease Mapping with WinBUGS and MLwiN by Andrew B. Lawson PDF Summary

Book Description: Disease mapping involves the analysis of geo-referenced disease incidence data and has many applications, for example within resource allocation, cluster alarm analysis, and ecological studies. There is a real need amongst public health workers for simpler and more efficient tools for the analysis of geo-referenced disease incidence data. Bayesian and multilevel methods provide the required efficiency, and with the emergence of software packages – such as WinBUGS and MLwiN – are now easy to implement in practice. Provides an introduction to Bayesian and multilevel modelling in disease mapping. Adopts a practical approach, with many detailed worked examples. Includes introductory material on WinBUGS and MLwiN. Discusses three applications in detail – relative risk estimation, focused clustering, and ecological analysis. Suitable for public health workers and epidemiologists with a sound statistical knowledge. Supported by a Website featuring data sets and WinBUGS and MLwiN programs. Disease Mapping with WinBUGS and MLwiN provides a practical introduction to the use of software for disease mapping for researchers, practitioners and graduate students from statistics, public health and epidemiology who analyse disease incidence data.

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