Bayesian statistics - the basics

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1. t-test vs Bayesian two-sample test (00:28)
2. Confidence interval vs credible interval (02:10)
3. Bayes' theorem (04:15)
4. The prior distribution (09:20)
5. How to compute the Posterior distribution with simulations (12:47)
6. How to calculate the credible interval (17:33)
7. Prior * Likelihood (19:37)
8. The highest density interval (HDI) (23:00)
9. How to compute the p-value (24:48)
10. How to compute the Bayes factor (26:21)