STA510 — Bayesian Methods
Bayesian Statistics
MCMC
brms
Hierarchical Models
GLMM
WebR
Priors, conjugate updating, MCMC and brms, posterior predictive checks, LOO and stacking, hierarchical models and the Bayesian workflow. Browser exercises, brms tasks with tested solutions, and a step-by-step guide for a GLMM project.
Inspired by the course Bayesian Methods at Sahlgrenska Academy, Gothenburg University.