數理統計
Mathematical Statistics
| 節 | 週二 |
|---|---|
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)
無備註
教師未提供此項資料
Participation5%, Homework 25%, Midterm Exam 35%, Final Exam 35%
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 |
| 第 2 週 | Probability and distribution |
| 第 3 週 | Expected value and moment generating function |
| 第 4 週 | Multivariable distributions |
| 第 5 週 | Discrete distributions |
| 第 6 週 | Discrete distributions |
| 第 7 週 | Continuous distributions |
| 第 8 週 | Continuous distributions |
| 第 9 週 | Midterm Exam (35%) |
| 第 10 週 | Functions of random variables |
| 第 11 週 | Functions of random variables |
| 第 12 週 | Distributions derived from normal distribution |
| 第 13 週 | Estimation |
| 第 14 週 | Estimation |
| 第 15 週 | Hypothesis Testing |
| 第 16 週 | Hypothesis Testing |
| 第 17 週 | Hypothesis Testing |
| 第 18 週 | Final Exam (35%) |
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
- T.B.D.
- 時間
- By appointment
- 聯絡方式