44805480 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. Chisquare, 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. Chisquare test 

note04.pdf  14. Maximum likelihood estimate 15. Properties of MLE 
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