數理統計
Mathematical Statistics
| 節 | 週一 | 週四 |
|---|---|---|
2 09:00–09:50 | 數理統計 M-b09（光復） 3 節連堂 | |
3 10:10–11:00 | ||
4 11:10–12:00 | ||
8 16:30–17:20 | 數理統計 M-b09（光復） |
* 根據陽明交大上課時間表所列
This course aims to train students with mathematical skills with applications to statistical theories. Topics include probability, estimation, and hypothesis testing. Extensions to financial applications will be introduced if time permits. Homework assignments will be given on a weekly basis.
Statistics and calculus
無備註
- Time: Lecture: M23, R8. Practice course: M4 - In the practice course, selected students will present how they solve their homework. - Online course and vedios will be given in Microsoft Teams through your NYCU m365 account. -. Teaching Assistant: 吳旻修 (Mark Wu) mark861118@gmail.com
Grading policy Participation (5%) Homework (20%) Exam 1 (25%) Exam 2 (25%) Exam 3 (25%)
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Syllabus. Overview. Ch1. Probabiliy and counting methods 9/12 |
| 第 2 週 | C1. Conditional probabilities, independence. 9/19 |
| 第 3 週 | C2. Discrete random variables 9/26 |
| 第 4 週 | C2. Continuous random variables 10/3 |
| 第 5 週 | Break (Double Ten Day) 10/10 |
| 第 6 週 | C2. Function of random variables Exam 1. 10:10-12:00, Monday (10/17) 10/17 |
| 第 7 週 | C3. Joint and conditional distributions. 10/24 |
| 第 8 週 | C3. Bayesian inference 10/31 |
| 第 9 週 | C3. sum and quotions, general cases 11/7 |
| 第 10 週 | C4. Covariance, conditional probabilities 11/14 |
| 第 11 週 | C4. Moment generating functions Exam 1. 10:10-12:00, Monday (10/21) 11/21 |
| 第 12 週 | C5. Law of large numbers and central limit theorem 11/28 |
| 第 13 週 | C6. Distributions derived from normal distributions 12/5 |
| 第 14 週 | C8. The method of moments, MLE 12/12 |
| 第 15 週 | C8. Sufficient statistics C9. Hypothesis testing 12/19 |
| 第 16 週 | Exam 3. 9:00-12:00, Monday (12/26) 12/26 |
| 第 17 週 | No class (New Year Break) 1/2 |
| 第 18 週 | Discussions (by appointment) 1/9 |
Rice. Mathematical Statistics and Data Analysis, 3rd Edition (2007), Brooks/Cole , Cengage learning. Note that we use the "International Edition" for the this textbook.
- 地點
- M415 or online via Microsoft Teams
- 時間
- If you would like to ask quesitons, please make an appointment with Prof. Teng or TA, Mark, through Email.
- 聯絡方式
- Email: venteng@gmail.com