Statistical inference
Statistical inference draws conclusions about a population from a sample: parameter estimation, confidence intervals, and hypothesis tests.
Chapters
- Hypothesis tests — general framework, test selection, parametric and non-parametric tests
Key topics (coming soon)
- Estimators and properties (bias, variance, MSE, consistency)
- Maximum likelihood
- Confidence intervals