by
Christopher Fonnesbeck
(PyMC Labs; Adjunct Associate Professor, Vanderbilt University Medical Center)
Hands-on example: Bayesian linear regression; prior predictive checks; posterior sampling with NUTS; basic model diagnostics; posterior predictive checks.