Bayesian Statistics
- Bayesian Statistics
- 1. Logic Probability and Uncertainty
- 2. Bayes Inference for Discrete Random Variables
- 3. Bayesian Inference on Binomial Proportion
- 4. Bayesian Inference on Poisson
- 5. Bayesian Inference on Normal Distribution
- 6. Hypothesis Testing
- 7. Bayesian Simple Linear Regression
- 8. Bayesian Analysis of Variance from Normal Likelihood
- 10. Jeffreys' Prior
- 11. Posterior Using Gibbs' Sampler