Introduction to Bayesian data analysis - TESA course - Day 2 скачать в хорошем качестве

Introduction to Bayesian data analysis - TESA course - Day 2

Posterior and prior predictive checking and an introduction to Bayesian data analysis with the brms R package Course exercises: https://github.com/seananderson/bayes... Timestamps: 0:00 Posterior and prior predictive simulation slides 11:08 Posterior predictive simulation exercise 19:15 An introduction to applied Bayesian regression using brms 35:07 brms intro continued: inspecting the MCMC chains 37:29 brms intro continued: posterior predictive checking 43:29 brms intro continued: interpreting the coefficients 53:06 brms intro continued: summarizing parmeter posteriors 57:11 Priors in brms including the treatment of the intercept