This badge is part of a workshop at Open Source in Pharma by Daniel Lee (Stan Developer) that helped Stan practitioners gain a deeper understanding of what's going on under the hood. Students reviewed topics such as: lp__, Computational efficiency by considering the automatic differentiation stack, debugging Stan programs, validating assumptions & why violating assumptions degrades performance, the difference between computational efficiency and sampling efficiency and dealing with MCMC output.

• Type Learning
• Level Advanced
• Time Hours