Tutorial Notes for Bayesian Statistics
Contents
Bayesian Inference
Posterior Distribution
The intuition behind the posterior distribution:
“It is a weighted version of likelihood! … just weighting the likelihood using my prior belief on theta …”
Useful Resource
-
17. Bayesian Statistics MIT 18.650 Statistics for Applications, Fall 2016
-
Statistical Rethinking (2022 Edition) github, this is a recommended bayesian textbook with video lectures.
Chen Xing
Ph.D. Candidate in Marketing
Research: Sustainable luxury retailing · Causal inference · Causal machine learning