Open Source in Pharma 2025 Training Badge
Debugging Stan Programs

Distributed by:

Issued to

Szymon Myrta

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Credential Verification

Issue date: November 17, 2025

ID: 21bc12bd-dedb-4441-b877-153ffd191487

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Issued by

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R/Pharma

R/Pharma is a scientifically & industry oriented, collegial online conference focused on the use of R in the development of pharmaceuticals, with breakout in-person and APAC satellite events.

Type

Training

Level

Advanced

Format

Online

Duration

120 minutes

Price

Free

Description

Having trouble getting your Stan models to behave? This hands-on workshop will explore practical strategies for debugging Stan code, from identifying non-identifiable parameters to improving runtime performance. Participants will gain tools and intuition for building more robust models—skills that extend to a wide range of statistical and stochastic programming tasks. Prerequisite: Familiarity with Stan is recommended.

Skills

Performance Tuning

Statistical Modeling

Debugging

Model Diagnostics

Model Optimization

Non-identifiability Detection

Probabilistic Programming

Robust Modeling

Stan

Stochastic Programming

Troubleshooting

Bayesian Inference

Earning Criteria

Participation

Attending and completing 75% of class objectives