Bayesian statistics - the basics

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8 Jun 2024

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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)

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