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Data integration model for air quality: a hierarchical approach to the global estimation of exposures to ambient air pollution

  • Gavin Shaddick
  • , Matthew L. Thomas
  • , Amelia Green
  • , Michael Brauer
  • , Aaron van Donkelaar
  • , Rick Burnett
  • , Howard H. Chang
  • , Aaron Cohen
  • , Rita Van Dingenen
  • , Carlos Dora
  • , Sophie Gumy
  • , Yang Liu
  • , Randall Martin
  • , Lance A. Waller
  • , Jason West
  • , James V. Zidek
  • , Annette Prüss-Ustün

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)231-253
Number of pages23
JournalJournal of the Royal Statistical Society. Series C: Applied Statistics
Volume67
Issue number1
DOIs
Publication statusPublished - Jan 2018
Externally publishedYes

Keywords

  • Air pollution
  • Bayesian hierarchical modelling
  • Data fusion
  • Environmental health effects
  • Global burden of disease
  • Integrated nested Laplace approximations
  • Spatial modelling

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