Applications of probabilistic modelling in biostatistics and epidemiology

This repository contains a review of probabilistic modelling in biostatistics and epidemiology.

• Plotting setup
  • Show available fonts
  • Add latin modern fonts
  • Set matplotlib to use Latin Modern fonts
  • Check rcParams after update and list fonts available to matplotlib
  • Create a test plot
• Hierarchical regression
  • Setup
    • Install libraries
    • Add latin modern fonts
    • Set matplotlib to use latin modern fonts
  • Generative models
    • Example generative models
      • Univariate normal model
      • Multivariate normal models
  • Example of linear regression
    • Setup
      • Load libraries
      • define colors
• References