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

Statistical Rethinking is a comprehensive guide to Bayesian statistics by Richard McElreath, a professor of anthropology. The book covers topics like probability theory, statistical modeling, and Bayesian inference. McElreath provides clear explanations and examples to help readers develop a deep understanding of Bayesian statistics and its applications. He also discusses advanced topics like hierarchical modeling, model comparison, and model checking. By sharing insights from his research and teaching, McElreath equips readers with the knowledge and skills to analyze data, draw inferences, and make predictions using Bayesian methods.