A collection of example Stan models for inspiration.
- Stan reference manual: the Bible of the Stan modelling language. There is a 90% probability it has a solution to your problem (if only you could find where).
- Stan forums: the official Stan discourse. Active and friendly community with relatively fast response times.
- Stan case studies: many helpful and detailed demonstrations of Stan use cases. Be sure to look at the robust workflow examples for PyStan and RStan.
- Stan prior recommendations: recommendations for priors from Stan team. Always being updated (for better or worse).
- Stan example models: a veritable treasure trove of prewritten Stan models across a wide array of statistical problems.
- ShinyStan: helpful visualization tools compatible with RStan.
- ArviZ: helpful visualization tools compatible with PyStan.
- hBayesDM: user-friendly R package that offers hierarchical Bayesian analysis of various computational cognitive models for many decision-making tasks.
- stantools: some custom pystan-related functions I found myself writing over and over again collected in one repository.