教學時程
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審定：無 |
| 週 | 課程單元 | 重要日期 |
|---|---|---|
| 1 | 集合論和機率論 Set and Probability Theory |
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| 2 | 隨機變數，機率質量／密度函數，累進分布函數（單變數模型) Random Variables, Probability Mass/Density Function, Cumulative Distribution Function (Univariate Model) |
提交第1組問題集 Problem set 1 due |
| 3 | 多隨機變數，雙變數分布，邊際分布，條件分布，獨立性，多變數分布 Multiple Random Variables, Bivariate Distribution, Marginal Distribution, Conditional Distribution, Independence, Multivariate Distribution |
提交第2組問題集 Problem set 2 due |
| 4 | 期望（矩） Expectation (Moments) |
提交第3組問題集 Problem set 3 due |
| 5 | 復習 Review |
第1次考試 Exam 1 |
| 6 | 隨機變數和隨機向量變換（單變數和多變數模型） Random Variable and Random Vector Transformations (Univariate and Multivariate Models) |
提交第4組問題集 Problem set 4 due |
| 7 | 特殊分布和期中評價 Special Distributions and Midterm Evaluation |
提交第5組問題集 Problem set 5 due |
| 8 | 復習 Review |
第2次考試 Exam 2 |
| 9 | 隨機抽樣，大數法則，中心極限定理 Random Sample, Law of Large Numbers, Central Limit Theorem |
提交第6組問題集 Problem set 6 due |
| 10 | 點估計和點估計方法 Point Estimators and Point Estimation Methods |
提交第7組問題集 Problem set 7 due |
| 11 | 區間估計和置信區間 Interval Estimation and Confidence Intervals |
提交第8組問題集 Problem set 8 due |
| 12 | 假設檢驗 Hypothesis Testing |
提交第9組問題集 Problem set 9 due |
| 13 | 復習 Review |
第3次考試 Exam 3 |
