Resources

Textbooks for Undergraduate Bayesian Education

Textbooks

• A Business Analyst’s Introduction To Business Analytics: Intro To Bayesian Business Analytics in the R Ecosystem

• A First Course in Bayesian Statistical Methods

• An Introduction to Bayesian Thinking: A Companion to the Statistics with R course

• Bayes Rules! An Introduction to Bayesian Modeling with R

• Bayesian Data Analysis

• Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan

• Probability and Bayesian Modeling

• Statistical Rethinking: A Bayesian Course with Examples in R and Stan

• Think Bayes in Python

Editing the List

If you would like to make suggestions to this list, please do so either by creating an issue or a pull request on the GitHub repo (prefered) or via email. Please note that this list specifically focuses on undergraduate Bayesian education. If you are making suggestions of a resource, please note how it is appropriate at the undergraduate level if it is not obvious from the title or abstract.