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Bayesian disease mapping : hierarchical modeling in spatial epidemiology /

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Bibliographic Details
Main Author: Lawson, Andrew (Andrew B.) (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Boca Raton : CRC Press, 2018.
Edition:Third edition.
Series:Interdisciplinary statistics.
Subjects:
Mathematical statistics.
Mathematical statistics > Data processing.
Epidemiology.
Bayes Theorem.
Models, Statistical.
Spatial Analysis.
Topography, Medical > methods.
Ebooks.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Bayesian inference and modeling
  • Computational issues
  • Residuals and goodness-of-fit
  • Disease map reconstruction and relative risk estimation
  • Disease cluster detection
  • Regression and ecological analysis
  • Putative hazard modeling
  • Multiple scale analysis
  • Multivariate disease analysis
  • Spatial survival and longitudinal analysis
  • Spatio-temporal disease mapping
  • Disease map surveillance
  • Infectious disease modeling
  • Computational software issues.