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The Basics

Conditional probability

Bayes theorem

Statistical inference

Confidence interval for proportions: Bayesian or Frequentist?

Hypothesis testing

Bayes test for one proportion

P-values - a Bayesian perspective

Posterior distributions

Normal Posterior of μ and σ Unknown Prior

Regression models

Seemingly Unrelated Regression Model using Gibbs Sampler