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Training Course Details

Regression Modelling - Michael Betancourt

Regression 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 5 modules for principled statistical modelling with Stan. This module presents linear and general linear regression techniques from a modelling perspective, using that context to motivate robust implementations. We will especially emphasize principled prior modelling strategies for linear, log, and logistic regression models.

For full event information and booking details, please visit the event page

Online | February 22, 2021,

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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

Materials

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.

Attendees are strongly encouraged to review

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