數理統計
Mathematical Statistics
| 節 | 週一 | 週二 |
|---|---|---|
2 09:00–09:50 | 數理統計 M101（光復） | |
7 15:30–16:20 | 數理統計 M101（光復） 2 節連堂 | |
8 16:30–17:20 |
* 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 5%, Quizzes 5%, Homework 30%, Midterm Exam 1 30%, Final Exam 30%
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Ch 1: Probability 9/11 |
| 第 2 週 | Ch 2: Discrete random variables. 9/18 |
| 第 3 週 | Ch 2: Continuous Random variables, functions of random variables 9/25 |
| 第 4 週 | Ch 3: Joint distributions. Conditional distributions 10/2 |
| 第 5 週 | Break. Double Ten 10/9 |
| 第 6 週 | Ch 3. Functions of joint distributions. Ch 4: Expected values 10/16 |
| 第 7 週 | Ch 5: Limited Theorems 10/23 |
| 第 8 週 | Exam 1 10/30 |
| 第 9 週 | Ch 6: Distributions derived from normal distribution 11/6 |
| 第 10 週 | Ch 7: Survey sampling 11/13 |
| 第 11 週 | Ch 8: Estimation of parameters and fitting of probability distributions 11/20 |
| 第 12 週 | Ch 8: Estimation of parameters and fitting of probability distributions 11/27 |
| 第 13 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit 12/4 |
| 第 14 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit 12/11 |
| 第 15 週 | Ch 10: Summarizing data 12/18 |
| 第 16 週 | Final Exam 12/25 |
| 第 17 週 | Break. New Year 1/1 |
| 第 18 週 | Discussions 1/18 |
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