Bayesian Statistics, Data Science, Linear Regression, Data Analysis, R.
(left) and the multilevel model (right). To visualize the group-level effects, we can consider two strategies: 1) plotting the full posterior for the group-level effects by specifying ‘pars = c(“^sd_”)’ in the ‘posterior_samples’ function: # Extract posterior samples for the random effect