數理統計
Mathematical Statistics
| 節 | 週二 | 週三 |
|---|---|---|
3 10:10–11:00 | 數理統計 SA321（光復） 2 節連堂 | |
4 11:10–12:00 | ||
7 15:30–16:20 | 數理統計 SA321（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, estimation, and hypothesis testing. Homework assignments will be given in weekly base. It is required to attend the practicum course on 1H, in which the TA will demonstrate how to solve selected homework assignments in detailed steps.
Statistics (I) and (II), and calculus
無備註
TA 陳俞安 Email: thinfishchen@gmail.com 黃聖鈞 Email: Shengjun.iof09g@nctu.edu.tw
Participation (4%), Homework (30%), Exam 1 (22%), Exam 2 (22%), Exam 3 (22%)
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Overview of the course. Ch 1: Probability. counting methods Sep 15, 16 |
| 第 2 週 | Ch 1: Conditional probabilities, independence. Ch 2: Discrete random variables. Sep 22, 23 |
| 第 3 週 | Ch 2: Continuous random variables. Sep 29, 30 |
| 第 4 週 | Ch 2: functions of random variables Oct 6, 7 |
| 第 5 週 | Review. Exam 1 (10/14) Oct 13, 14 |
| 第 6 週 | Ch 3: Joint distributions. Oct 20, 21 |
| 第 7 週 | Ch 3: Conditional distributions. Oct 27, 28 |
| 第 8 週 | Ch 3. Functions of joint distributions. Sums and quotions. Nov 3, 4 |
| 第 9 週 | Ch 3: Order statistics. Ch 4: Expected values, covariance Nov 10, 11 |
| 第 10 週 | Ch 4: moment generating functions. Ch 5: Limit theorems. Nov 17, 18 |
| 第 11 週 | Review. Exam 2. (11/25) Nov 24, 25 |
| 第 12 週 | Ch 6: Distributions derived from normal distribution Dec 1, 2 |
| 第 13 週 | Ch 8: Estimation of parameters and fitting of probability distributions Dec 8, 9 |
| 第 14 週 | Ch 8: Estimation of parameters and fitting of probability distributions Dec 15, 16 |
| 第 15 週 | Ch 9. Hypothesis testing. Dec 22, 23 |
| 第 16 週 | Review. Exam 3 (12/30) Dec 29, 30 |
| 第 17 週 | Discussions Jan 5, 6 |
| 第 18 週 | Discussions Jan 12, 13 |
Rice. Mathematical Statistics and Data Analysis, 3rd Edition (2007), Brooks/Cole , Cengage learning
- 地點
- M-415
- 時間
- 2EF or by appointment
- 聯絡方式
- venteng@gmail.com