數理統計
Mathematical Statistics
| 節 | 週一 | 週二 |
|---|---|---|
3 10:10–11:00 | 數理統計 MB405（光復） 2 節連堂 | |
4 11:10–12:00 | ||
8 16:30–17:20 | 數理統計 MB405（光復） |
* 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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Participation 5%, Homework 25%, Midterm Exam 35%, Final Exam 35%
Statistical Inference
1. Statistics 2. Estimation 3. Hypothesis Testing
- 講授：
- 22
Statistics
1. Probability Theory 2. Joint distribution 3. Special distributions
- 講授：
- 22
| 週次 | 主題 |
|---|---|
| 第 1 週 | Random variables 2/26 |
| 第 2 週 | Probability and distribution 3/5 |
| 第 3 週 | Expected value and moment generating function (Homework I) 3/12 |
| 第 4 週 | Multivariable distributions 3/19 |
| 第 5 週 | Discrete distributions 3/26 |
| 第 6 週 | Discrete distributions (Homework II) 4/2 |
| 第 7 週 | Continuous distributions 4/9 |
| 第 8 週 | Continuous distributions 4/16 |
| 第 9 週 | Midterm Exam (35%) 4/23 |
| 第 10 週 | Functions of random variables 4/30 |
| 第 11 週 | Functions of random variables 5/7 |
| 第 12 週 | Distributions derived from normal distribution (Homework III) 5/14 |
| 第 13 週 | Estimation 5/21 |
| 第 14 週 | Estimation (Homework IV) 5/28 |
| 第 15 週 | Hypothesis Testing 6/4 |
| 第 16 週 | Hypothesis Testing (Homework V) 6/11 |
| 第 17 週 | Hypothesis Testing 6/19 |
| 第 18 週 | Final Exam (35%) 6/25 |
Hogg, McKean and Craig. Introduction to Mathematical Statistics, 7rd Edition (2012), Pearson. George, Casella and Roger L. Berger. Statistical Inference, 2nd Edition (2001), Duxbury Press.
- 地點
- MB 406
- 時間
- Thursday 1:30 pm ~ 4:30 pm
- 聯絡方式