統計推論
Statistical Inference
學期
107-1
學分
3
學分
當期課號
4011
永久課號
IEM5270
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
選修
上課時間表
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 統計推論 MB414 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
概述
Introduce various probability theories, principles and methods of statistical analysis. Establish a complete statistical inference framework. The goal is learning to make reasonable and logical inference based on statistical method.
先修科目
Calculus and Statistics
教學方式
New E-campus
評分方式
Homework 15% 1st exam 25%, 2nd exam 25%, Final exam 30% Homework 15%, Participation 5%, Exam 80%
課程大綱
- Statistical Inference
- Probability and Statistics
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction |
| 第 2 週 | Probability and Distribution |
| 第 3 週 | Probability and Distribution |
| 第 4 週 | Multivariable Distributions |
| 第 5 週 | Special Distributions |
| 第 6 週 | Special Distributions |
| 第 7 週 | 1st Exam |
| 第 8 週 | Distribution of Functions of Random Variables |
| 第 9 週 | Distribution of Functions of Random Variables |
| 第 10 週 | Convergence concepts |
| 第 11 週 | Estimation |
| 第 12 週 | Estimation |
| 第 13 週 | Estimation |
| 第 14 週 | 2nd Exam |
| 第 15 週 | Theory of Statistical Tests |
| 第 16 週 | Theory of Statistical Tests |
| 第 17 週 | Theory of Statistical Tests |
| 第 18 週 | Final Exam |
教科書
1. Statistical Inference, Casella and Berger, 2nd ed., 2002, Duxbury, 華泰 2. Mathematical Statistics – Basic Ideas and Selected Topics, Vol.1., Bickel and Doksum, 2nd ed., 2001, Prentice Hall 3. Theory of Point Estimation, Lehmann and Casella, 2nd ed., 1998, Springer-Verlag
Office Hours
- 地點
- MB 406
- 時間
- Thursday 1:30 pm ~ 4:30 pm
- 聯絡方式