Posts in tutorial

NBA Foul Analysis with Item Response Theory

• 17 April 2022
• Category: intermediate, tutorial
• Tags: hierarchical model case study generalized linear model

This tutorial shows an application of Bayesian Item Response Theory [Fox, 2010] to NBA basketball foul calls data using PyMC. Based on Austin Rochford’s blogpost NBA Foul Calls and Bayesian Item Response Theory.

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