Mathematical Statistics Course, summer 2020.
Course certificate is here.
These materials contain:
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Lectures on the course of mathematical statistics. Statistical criteria are structured by topic.
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Tasks and solutions, including using the Scipy library.
Point estimates
Сonfidence intervals
Statistical hypotheses
Homogeneity criteria
Distribution hypotheses
- Normality test
- Methods for Testing Uniformity Statistics
- Chi-square, Kolmogorov tests
- Сomparison of quality characteristics
Regression analysis
Final test