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Introduction to Bayesian models

Materials for intro to Bayesian models workshop given at MPIDR as part of the Population and Social Data Science Summer Incubator Program.

Packages to install

If you would like to follow along with the coded examples, you will need to install the following packages:

  • tidyverse
  • rstan
  • rstanarm
  • tidybayes
  • janitor

The rstan package is probably to most important but also the most annoying to install. See detailed instructions here: https://github.com/stan-dev/rstan/wiki/RStan-Getting-Started

New stuff from last year!

  • Added questions in lab to allow for a moment of self-reflection
  • Added an example in lab with partially observed data (using simulated data)

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