outline.md

Outline

• Purpose
• Basic Bayes
• Stan and Stan ecosystem
  • rstan
  • rstanarm
  • brms
  • shinystan, tidybayes etc.
• rstanarm
  • development
  • why use
  • basic approach
• rstanarm demos
  • glm
  • lmer
  • other
• brms
  • development
  • why use
  • basic approach
• brms demos
  • basic lm with...
    • bayes_R2
    • launch_shinystan
    • marginal_effects and hypothesis
    • pp_check
    • model comparison WAIC
    • pp_average
    • setting priors
    • parallelizing
  • special models
    • more distributions
    • lmer with cor res, heterogenous var
    • lmer with cor re
    • gam
    • distributional
    • truncated
    • missing
    • measurement error
• wrap up