e-Statistics > 4480-5480 Probability and Statistics II

4480-5480 Lecture Notes

This course introduces the topics of probability distributions and mathematical statistics.

Lecture note Contents Quiz/Test Solutions
note01.pdf 1. MGF techniques
2. Chi-square, t, and F distributions
3. Sampling distributions
4. Order statistics
5. Solutions to exercises
 
note02.pdf 6. Law of large numbers
7. Central limit theorem
 
note03.pdf 8. Point estimates and their confidence intervals
9. Tests of statistical hypotheses
10. Power of test
11. Comparison of two populations
12. Inference on proportions
13. Chi-square test
 
note04.pdf 14. Maximum likelihood estimate
15. Properties of MLE
 


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