• Home
• Introduction
  • Outline
  • Prerequisites
• Key Concepts
  • Distributions
  • Prior
  • Likelihood
  • Posterior
  • P-values
• Stan
  • Installing Stan
  • The Way of Stan/RStan
  • Elements of a Stan Program
    • Data
    • Transformed Data
    • Parameters
    • Transformed Parameters
    • Model
    • Generated Quantities
  • Using Stan
• R
  • rstan
    • Data list
    • Debug model
    • Full model
    • Model summary
    • Diagnostics and beyond
  • rstanarm
  • brms
  • rethinking
  • Summary
• Extensions
  • R
  • Stan functions
  • Other frameworks
• Conclusion
• References

Become a Bayesian with R & Stan

Michael Clark
Statistician Lead

2016-12-11