數理統計
Mathematical Statistics
| 節 | 週一 | 週二 |
|---|---|---|
3 10:10–11:00 | 數理統計 M101（光復） 2 節連堂 | |
4 11:10–12:00 | ||
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, 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
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 | Overview of the course. Ch 1: Probability. counting methods Sep 9-11 |
| 第 2 週 | Ch 1: Conditional probabilities, independence. Ch 2: Discrete random variables. Sep 16-17 |
| 第 3 週 | Ch 2: Continuous random variables. Sep 23-24 |
| 第 4 週 | Ch 2: functions of random variables Sep 30, Oct 1 |
| 第 5 週 | Review. Exam 1. 10/8: 10:10 - 12:40. Oct 7-8 |
| 第 6 週 | Ch 3: Joint distributions. Oct 14-15 |
| 第 7 週 | Ch 3: Conditional distributions. Oct 21-22 |
| 第 8 週 | Ch 3. Functions of joint distributions. Sums and quotions. Oct 28-29 |
| 第 9 週 | Ch 3: Order statistics. Nov 4-5 |
| 第 10 週 | Ch 4: Expected values, covariance Nov 11-12 |
| 第 11 週 | Ch 4: variance and covariance. Exam 2. 11/19: 10:10 - 12:40. Nov 18-19 |
| 第 12 週 | Ch 4: moment generating functions. Ch 5: Limit theorems. Nov 25-26 |
| 第 13 週 | Ch 6: Distributions derived from normal distribution Dec 2-3 |
| 第 14 週 | Ch 8: Estimation of parameters and fitting of probability distributions Dec 9-10 |
| 第 15 週 | No lecture, but TA will hold practicum course on 1 H (12/16). Dec 16-17 |
| 第 16 週 | Ch 8: Estimation of parameters and fitting of probability distributions Dec 23-24 |
| 第 17 週 | Exam 3. 12/31: 10:10 - 12:40. Dec 30-31 |
| 第 18 週 | Discussions Jan 6-7 |
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