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Bayesian Statistics: An Introduction
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Classroom Contents
Statistical Inference
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- 1 Likelihood | Log likelihood | Sufficiency | Multiple parameters
- 2 Maximum Likelihood Estimation (MLE) | Score equation | Information | Invariance
- 3 Hypothesis testing (ALL YOU NEED TO KNOW!)
- 4 Wald test | Likelihood ratio test | Score test
- 5 Bayesian Statistics: An Introduction
- 6 Exact test, Empirical distribution, Bootstrapping
- 7 Non-parametric tests - Sign test, Wilcoxon signed rank, Mann-Whitney
