週次 |
日期 |
單元主題 |
第1週 |
|
Introduction; Unit 1 |
第2週 |
|
Unit 1(Independence of Events; Tree Diagrams) |
第3週 |
|
Unit 1(Independent Trials); Unit 2(Discrete R.V's) |
第4週 |
|
Unit 2(Discrete R.V's) |
第5週 |
|
Unit 2(Discrete R.V's; Continuous R.V's) |
第6週 |
|
Unit 2(Families of Continuous R.V.'s;Poisson Point Process and Related Topics);Gaussian R.v.'s) |
第7週 |
|
Unit 3(Derived Random Variables) |
第8週 |
|
Unit 3(Conditioning Single RV by an Event) |
第9週 |
|
Unit 4(Joint pdf and cdf's); Mid. Term Exam(04/18) |
第10週 |
|
Unit 4(Functions of more-than-one RVs) |
第11週 |
|
Unit 4(Probability Models of N RV's; Conditioning by an RV) |
第12週 |
|
Unit 4(Bivariate Gaussian RVs);Unit 5(Expected Value of Sums of RVs) |
第13週 |
|
Unit 5( MGF's; Sum of Independent RVs) |
第14週 |
|
Unit 4(Law of Large Numbers; the Sample Mean;Point Estimate) |
第15週 |
|
Unit 5(Consistent and Unbiased Estimators,Variance estimation);Unit6(Interval Estimator) |
第16週 |
|
Unit 6(Hypotheis Testing-concepts; Binary Hypotheis Testing) |
第17週 |
|
Unit 6(Neyman-Pearson Test, ML Test) |