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Advanced topics in epidemiology

  • Clustering models in epidemiology
    • Beginner’s Guide to Latent Class Analysis: Introduction and application
    • Latent class analysis and other clustering methods
    • Power analysis and sample sizes in latent class analysis
    • Causal inference in latent class analysis
    • Longitudinal models in latent class analysis
    • Distal outcomes in latent class analysis
  • Pitfalls in design and reporting
    • Table 1 balance test fallacy
    • Table 2 adjustment fallacy
  • Systematic reviews and meta-analyses
  • Social epidemiology
    • Social determinants of health
  • Surveillance in epidemiology
  • Outbreak investigation
  • Infectious disease epidemiology
    • Transmission dynamics: reservoirs and modes of transmission
    • The concept of R0 – basic reproduction number
    • Vaccine efficacy and herd immunity
  • Global health epidemiology

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