數理統計
Mathematical Statistics
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 數理統計 MB413（光復） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 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, and hypothesis testing.
Calculus, Statistics (I) and (II)
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Participation5%, Homework 45%, Midterm Exam 25%, Final Exam 25%
Statistics
1. Probability Theory 2. Joint distribution 3. Special distributions
- 講授：
- 50%
Statistical Inference
1. Statistics 2. Estimation 3. Hypothesis Testing
- 講授：
- 50%
| 週次 | 主題 |
|---|---|
| 第 1 週 | Random variables 2023-09-14(四) |
| 第 2 週 | Probability and distribution 2023-09-21(四) |
| 第 3 週 | Expected value and moment generating function 2023-09-28(四) |
| 第 4 週 | Multivariable distributions 2023-10-05(四) |
| 第 5 週 | Discrete distributions 2023-10-12(四) |
| 第 6 週 | Discrete distributions 2023-10-19(四) |
| 第 7 週 | Continuous distributions 2023-10-26(四) |
| 第 8 週 | Midterm Exam (25%) 2023-11-02(四) |
| 第 9 週 | Functions of random variables 2023-11-09(四) |
| 第 10 週 | Functions of random variables 2023-11-16(四) |
| 第 11 週 | Distributions derived from normal distribution 2023-11-23(四) |
| 第 12 週 | Distributions derived from normal distribution 2023-11-30(四) |
| 第 13 週 | Estimation 2023-12-07(四) |
| 第 14 週 | Estimation 2023-12-14(四) |
| 第 15 週 | Hypothesis Testing 2023-12-21(四) |
| 第 16 週 | Final Exam (25%) 2023-12-28(四) |
| 第 17 週 | Flexible learning week 2024-01-04(四) |
| 第 18 週 | Flexible learning week 2024-01-11(四) |
Hogg, McKean and Craig. Introduction to Mathematical Statistics, 7th Edition (2012), Pearson. George, Casella and Roger L. Berger. Statistical Inference, 2nd Edition (2001), Duxbury Press.
- 地點
- MB412
- 時間
- By appointment
- 聯絡方式
- hptung@nycu.edu.tw