數理統計
Mathematical Statistics
學期
106-2
學分
3
學分
當期課號
1475
永久課號
DEM3528
開課單位
工業工程與管理學系
授課教師
巫佳煌
校區
光復
類別
必修
上課時間表
| 節 | 週一 | 週二 |
|---|---|---|
3 10:10–11:00 | 數理統計 MB405 2 節連堂 | |
4 11:10–12:00 | ||
8 16:30–17:20 | 數理統計 MB405 |
* 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
Participation 5%, Homework 25%, Midterm Exam 35%, Final Exam 35%
課程大綱
- Statistical Inference
- Statistics
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 (Homework I) |
| 第 4 週 | Multivariable distributions |
| 第 5 週 | Discrete distributions |
| 第 6 週 | Discrete distributions (Homework II) |
| 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 (Homework III) |
| 第 13 週 | Estimation |
| 第 14 週 | Estimation (Homework IV) |
| 第 15 週 | Hypothesis Testing |
| 第 16 週 | Hypothesis Testing (Homework V) |
| 第 17 週 | Hypothesis Testing |
| 第 18 週 | Final Exam (35%) |
教科書
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.
Office Hours
- 地點
- MB 406
- 時間
- Thursday 1:30 pm ~ 4:30 pm
- 聯絡方式