We can compute the credible intervals—the Bayesian counterpart of confidence intervals—as percentiles of the trace. The resulting boundaries reflect confidence about the range of the parameter value for a given probability threshold, as opposed to the number of times the parameter will be within this range for a large number of trials. The notebook illustrates computation and visualization.