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
The course "Mathematical Statistics" is designed to provide students with a comprehensive understanding of the probabilistic foundations and key formulas. This course is indispensable for students aspiring to advance in the fields of data science, statistics, and quantitative finance. Through a combination of theoretical instruction and practical applications, students will gain proficiency in these fundamental statistical concepts. To foster a deeper understanding of the material and enhance communication skills, students will be actively engaged in collaborative homework assignments. This collaborative approach encourages knowledge sharing, critical thinking, and effective communication of statistical concepts and methodologies.
A good understanding of statistics and calculus is required for enrollment in the course "Mathematical Statistics."
無備註
- Online courses and videos will be given in Microsoft Teams through your NYCU m365 account. - Teaching Assistant: 陳彥廷 (Yenting)
Grading policy Participation and Quizzes (10%) Homework (30%) Exam 1 (20%) Exam 2 (20%) Exam 3 (20%)
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Syllabus. Ch1. Probability and counting methods 2023-09-11(一),2023-09-14(四) |
| 第 2 週 | C1. Conditional probabilities, independence. 2023-09-18(一),2023-09-21(四) |
| 第 3 週 | C2. Discrete random variables 2023-09-25(一),2023-09-28(四) |
| 第 4 週 | C2. The function of random variables 2023-10-02(一),2023-10-05(四) |
| 第 5 週 | Break (Double Ten Day) 2023-10-09(一),2023-10-12(四) |
| 第 6 週 | Exam 1 2023-10-16(一),2023-10-19(四) |
| 第 7 週 | C3. Joint and conditional distributions. 2023-10-23(一),2023-10-26(四) |
| 第 8 週 | C3. Bayesian inferenaces 2023-10-30(一),2023-11-02(四) |
| 第 9 週 | C3. Functions of random variables 2023-11-06(一),2023-11-09(四) |
| 第 10 週 | C4. Expectations 2023-11-13(一),2023-11-16(四) |
| 第 11 週 | C4. variance, covariance 2023-11-20(一),2023-11-23(四) |
| 第 12 週 | Exam 2 2023-11-27(一),2023-11-30(四) |
| 第 13 週 | C6. Distributions derived from normal distributions 2023-12-04(一),2023-12-07(四) |
| 第 14 週 | C8. The method of moments, MLE 2023-12-11(一),2023-12-14(四) |
| 第 15 週 | C8. MLE 2023-12-18(一),2023-12-21(四) |
| 第 16 週 | C4. MGF and CLT 2023-12-25(一),2023-12-28(四) |
| 第 17 週 | No class (New Year Break) 2024-01-01(一),2024-01-04(四) |
| 第 18 週 | Exam 3 2024-01-08(一),2024-01-11(四) |
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
- By appointment
- 聯絡方式
- Email: venteng@gmail.com