Multifactor Modelling - Michael Betancourt

Multifactor Modelling - Michael Betancourt

Course Level: Advanced

We are very happy to announce that following “Jumping Rivers: Bayesian Inference using Stan”, Michael Betancourt, a core developer of Stan, is running a series of 9 modules for principled statistical modelling with Stan. This module introduces conditional exchangeability, marginal exchangeability, and multifactor modelling (also known as multilevel or random effects modelling) with a focus on efficient implementations. Completion of the Hierarchical Modelling module is highly recommended.

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Book: Multifactor Modelling - Michael Betancourt

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Course Details

  • Course Outline
  • Learning Outcomes
  • Materials
  • Prior Knowledge

Course Outline

For full module information, please visit the event page

Learning Outcomes


Prior Knowledge

In regards to Stan experience, attending the following courses would be of great benefit:

As mentioned, the course is aimed at current Stan users and will assume familiarity with the basics of calculus, linear algebra, probability theory, probabilistic modeling and statistical inference, and Stan.

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