數理統計
Mathematical Statistics
學期
106-1
學分
3
學分
當期課號
1520
永久課號
DIF1050
開課單位
資訊管理與財務金融系
授課教師
鄧惠文
校區
光復
類別
必修
上課時間表
| 節 | 週一 | 週二 |
|---|---|---|
2 09:00–09:50 | 數理統計 M101 | |
7 15:30–16:20 | 數理統計 M101 2 節連堂 | |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
概述
This course provides students mathematical foundations in statistical theories. Topics include comprehensive materials in probability, decision theory, estimation, hypothesis testing, and design and analysis of experiments.
先修科目
Statistics (I) and (II), calculus
教學方式
TA: TBA
評分方式
Participation 5%, Quizzes 5%, Homework 30%, Midterm Exam 1 30%, Final Exam 30%
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Ch 1: Probability |
| 第 2 週 | Ch 2: Discrete random variables. |
| 第 3 週 | Ch 2: Continuous Random variables, functions of random variables |
| 第 4 週 | Ch 3: Joint distributions. Conditional distributions |
| 第 5 週 | Break. Double Ten |
| 第 6 週 | Ch 3. Functions of joint distributions. Ch 4: Expected values |
| 第 7 週 | Ch 5: Limited Theorems |
| 第 8 週 | Exam 1 |
| 第 9 週 | Ch 6: Distributions derived from normal distribution |
| 第 10 週 | Ch 7: Survey sampling |
| 第 11 週 | Ch 8: Estimation of parameters and fitting of probability distributions |
| 第 12 週 | Ch 8: Estimation of parameters and fitting of probability distributions |
| 第 13 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit |
| 第 14 週 | Ch 9: Testing hypothesis and assessing goodness-of-fit |
| 第 15 週 | Ch 10: Summarizing data |
| 第 16 週 | Final Exam |
| 第 17 週 | Break. New Year |
| 第 18 週 | Discussions |
教科書
Rice. Mathematical Statistics and Data Analysis, 3rd Edition (2007), Brooks/Cole , Cengage learning
Office Hours
- 地點
- M-415
- 時間
- Thursday morning or by appointment
- 聯絡方式
- venteng@gmail.com