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Module 1: Applied probabilistic programming. Thursday, March 3rd 2022 10:30AM PST
Probabilistic programming provides a flexible and automatic implementation of efficient procedures for Bayesian statistical analysis. This module will provide a general background on the Hamiltonian Monte Carlo sampler, which underlies the popular Stan programming language, followed by a practical demonstration of Stan in R.
Slides 1 Slides 2 Code