• Medientyp: E-Artikel
  • Titel: Bayesian Analysis and Mapping of Mortality Rates for Chronic Obstructive Pulmonary Disease
  • Beteiligte: Nandram, Balgobin; Sedransk, J.; Pickle, Linda Williams
  • Erschienen: American Statistical Association, 2000
  • Erschienen in: Journal of the American Statistical Association, 95 (2000) 452, Seite 1110-1118
  • Sprache: Englisch
  • ISSN: 0162-1459
  • Schlagwörter: Applications and Case Studies
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  • Beschreibung: <p>This article summarizes our research on estimation of age-specific and age-adjusted mortality rates for chronic obstructive pulmonary disease (COPD) for white males. Our objectives are more precise and informative displays (than previously available) of geographic variation of the age-specific mortality rates for COPD, and investigation of the relationships between the geographic variation in mortality rates and the corresponding variation in selected covariates. For a given age class, our estimates are displayed in a choropleth map of mean rates. We develop a variation map that identifies the geographical areas where inferences are reliable. Here, the variation is measured by considering a set of maps produced using samples from the posterior distribution of the population mortality rates. Finally, we describe the spatial patterns in the age-specific maps and relate these to patterns in potential explanatory covariates such as smoking rate, annual rainfall, population density, elevation, and measures of air quality.</p>