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Topics in biostatistics (Register-based research (Vaccination impact…

- - - - Hierarchical Bayesian model
      - Generalized Estimating Equations
      - Weighted combination of communities
    - - Shape (Total) method
      - Ratio method
    - - Sensitivity analysis
  - - - Confounding adjustment
        
        Matching
        
        Propensity scoring
        
        Logistic regression
        
        Standardized differences
        
        Weighting
        
        Stratification
        
        Adjusting in regression
      - Data analysis
        
        Longitudinal
        
        Cross-sectional
    - - Survival trends
- - - - Standardized mortality ratio
      - Gaussian processes
      - Log relative risk
    - - Bayesian inference
      - Covariance
        
        Neural network covariance
        
        Exponential covariance
      - Generalized models
        
        Linear model
        
        Additive model
  - - - Hypothesis testing
    - - Hierarchical Bayesian model
- - - - Data augmentation
        in Bayesian framework
        
        MCMC algorithms
        
        Gibbs sampling
        
        Conditional likelihood
        
        Conditional distributions
      - Epidemic models
        
        Reed-Frost epidemic
        
        General Stochastic Epidemic
    - - Incidence rate
      - Prevalence
      - Hazard rate
  - - - Direct effectiveness
      - Herd effects
      - Protective effectiveness
      - Vaccine effectiveness
    - - Cox regression
      - Logistic regression
- - - - Search methods
        
        Shotgun Stochastic Search
        
        Exhaustive search
    - - Clustering
        
        fineSTRUCTURE
        
        Bayesian clustering
        
        Bayesian mixture models
        
        MCMC
        
        Genetic similarity
        
        Haplotype identification
        
        ChromoPainter
        
        Hidden Markov models
  - - - Enterotypes
        
        PCA and PCoA
      - Species diversity
        
        Beta diversity
        
        Alpha diversity
        
        RMP/QMP
        
        Aitchison transformation
        
        Sample similarity
    - - Machine Learning
        
        Clustering
        
        Decision trees
      - Proteomics
        
        MS-analysis
        
        NGS-methods