4.5 Article

Evidence Synthesis for Stochastic Epidemic Models

期刊

STATISTICAL SCIENCE
卷 33, 期 1, 页码 34-43

出版社

INST MATHEMATICAL STATISTICS
DOI: 10.1214/17-STS631

关键词

Evidence synthesis; state-space models; epidemic modelling; mechanistic modelling

资金

  1. Medical Research Council [MC_UU_00002/11] Funding Source: Medline
  2. Department of Health [11/46/03] Funding Source: Medline
  3. MRC [MC_UU_00002/11] Funding Source: UKRI
  4. Medical Research Council [MC_UU_00002/11] Funding Source: researchfish
  5. National Institute for Health Research [11/46/03] Funding Source: researchfish

向作者/读者索取更多资源

In recent years, the role of epidemic models in informing public health policies has progressively grown. Models have become increasingly realistic and more complex, requiring the use of multiple data sources to estimate all quantities of interest. This review summarises the different types of stochastic epidemic models that use evidence synthesis and highlights current challenges.

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