Statistical Inference

Statistical Inference

zedstatistics via YouTube Direct link

Likelihood | Log likelihood | Sufficiency | Multiple parameters

1 of 7

1 of 7

Likelihood | Log likelihood | Sufficiency | Multiple parameters

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Statistical Inference

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

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