數理統計
Mathematical Statistics
| 節 | 週一 |
|---|---|
2 09:00–09:50 | 數理統計 MB418（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 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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教師未提供此項資料
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 2024-09-02(一) |
| 第 2 週 | Probability and distribution 2024-09-09(一) |
| 第 3 週 | Expected value and moment generating function 2024-09-16(一) |
| 第 4 週 | Multivariable distributions 2024-09-23(一) |
| 第 5 週 | Discrete distributions 2024-09-30(一) |
| 第 6 週 | Discrete distributions 2024-10-07(一) |
| 第 7 週 | Continuous distributions 2024-10-14(一) |
| 第 8 週 | Midterm Exam (25%) 2024-10-21(一) |
| 第 9 週 | Functions of random variables 2024-10-28(一) |
| 第 10 週 | Functions of random variables 2024-11-04(一) |
| 第 11 週 | Distributions derived from normal distribution 2024-11-11(一) |
| 第 12 週 | Distributions derived from normal distribution 2024-11-18(一) |
| 第 13 週 | Estimation 2024-11-25(一) |
| 第 14 週 | Estimation 2024-12-02(一) |
| 第 15 週 | Hypothesis Testing 2024-12-09(一) |
| 第 16 週 | Final Exam (25%) 2024-12-16(一) |
| 第 17 週 | Flexible learning week 2024-12-23(一) |
| 第 18 週 | Flexible learning week 2024-12-30(一) |
Hogg, McKean and Craig. Introduction to Mathematical Statistics, 8th Edition (2019), 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