數理統計
Mathematical Statistics
| 節 | 週一 | 週二 |
|---|---|---|
2 09:00–09:50 | 數理統計 M102（光復） | |
5 13:20–14:10 | 數理統計 M102（光復） 2 節連堂 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
This course provides students mathematical foundations in statistical theories. Topics include comprehensive materials in probability, decision theory, estimation, hypothesis testing, and design and analysis of experiments.
Statistics (I) and (II), calculus
無備註
TA: TBA
Participation 10%, Exam 1 30%, Exam 2 30%, Exam 3 30%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Ch 1: Probability |
| 第 2 週 | Ch 2: Discrete random variables. |
| 第 3 週 | Ch 2: Continuous Random variables, functions of random variables |
| 第 4 週 | Ch 3: Joint distributions. Conditional distributions |
| 第 5 週 | Exam 1 |
| 第 6 週 | Ch 3. Functions of joint distributions. Ch 4: Expected values |
| 第 7 週 | Ch 5: Limited Theorems |
| 第 8 週 | Ch 6: Distributions derived from normal distribution |
| 第 9 週 | Ch 6: Distributions derived from normal distribution |
| 第 10 週 | Ch 7: Survey sampling |
| 第 11 週 | Exam 2 |
| 第 12 週 | Ch 8: Estimation of parameters and fitting of probability distributions |
| 第 13 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit |
| 第 14 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit |
| 第 15 週 | Ch 10: Summarizing data |
| 第 16 週 | Ch 10: Summarizing data |
| 第 17 週 | Exam 3 |
| 第 18 週 | Discussions |
Rice. Mathematical Statistics and Data Analysis, 3rd Edition (2007), Brooks/Cole , Cengage learning
- 地點
- M-415
- 時間
- Thursday morning or by appointment
- 聯絡方式
- venteng@gmail.com