數理統計
Mathematical Statistics
學期
112-1
學分
3
學分
當期課號
517409
永久課號
MGEM20017
開課單位
工業工程與管理學系
授課教師
董弘平
校區
光復
類別
選修
上課時間表
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 數理統計 MB413 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
概述
This course provides students mathematical foundations in statistical theories. Topics include comprehensive materials in probability, decision theory, estimation, and hypothesis testing.
先修科目
Calculus, Statistics (I) and (II)
評分方式
Participation5%, Homework 45%, Midterm Exam 25%, Final Exam 25%
課程大綱
- Statistics
- Statistical Inference
週次計畫
| 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 | Midterm Exam (25%) |
| 第 9 週 | Functions of random variables |
| 第 10 週 | Functions of random variables |
| 第 11 週 | Distributions derived from normal distribution |
| 第 12 週 | Distributions derived from normal distribution |
| 第 13 週 | Estimation |
| 第 14 週 | Estimation |
| 第 15 週 | Hypothesis Testing |
| 第 16 週 | Final Exam (25%) |
| 第 17 週 | Flexible learning week |
| 第 18 週 | Flexible learning week |
教科書
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.
Office Hours
- 地點
- MB412
- 時間
- By appointment
- 聯絡方式
- hptung@nycu.edu.tw