Bayesian Inference

Author

Adrien Osakwe

Published

January 2, 2024

This book contains my notes from topics on Bayesian Inference.

Warning

This webpage is still incomplete. If you see mistakes or missing material, feel free to contact me or make a pull request!

1 Chapters

  1. Introduction

  2. Binomial Model

  3. Conjugate Distributions

  4. Posterior Summary

  5. Likelihood Considerations

  6. Optimal Decision Making

  7. Posterior Approximation

  8. Bayesian Models

  9. More Models!

  10. Non-Parametrics

  11. Practice Problems