notes

  (

index

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Applications of probabilistic inference to the interpretation of simple experiments

keywords

outline

turing.jl “tutorials”

Stan

open data sets

references

Data analysis using regression and multilevel hierarchical models by Andrew Gelman and Jennifer Hill in 2006

Regression and Other Stories by Andrew Gelman, Jennifer Hill, and Aki Vehtari in 2020

pyro code for Statistical rethinking by Richard McElreath in 2020, Du Phan’s implementation of Statistical rethinking in pyro

Bayesian data analysis by Andrew Gelman, Aki Vehtari, et al in 2014

Bayesian approaches to clinical trials and health-care evaluation by David Spiegelhalter, Keith Abrams, and Jonathan Myles in 2004

Towards A Principled Bayesian Workflow by Michael Betancourt in 2020