統計推論
Statistical Inference
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 統計推論 MB405（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
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. 提供給學生機率論的背景知識、統計分析的原理與方法,建立完整的推論統計架構。目標在於建立嚴謹數學架構,及明瞭統計之基礎理論,以利其他統計方法之學習。
Calculus and Statistics 微積分、統計學
無備註
E-campus
Exam 75% and Homework 25%
Probability and Statistics
1. Probability theory 2. Transformations and expectations 3. Common families of distributions 4. Multiple random variables
- 講授：
- 27
Statistical Inference
1. Properties of random sample 2. Likelihood principle and point estimation
- 講授：
- 24
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction 9/15 |
| 第 2 週 | Probability and Distribution 9/22 |
| 第 3 週 | Probability and Distribution 9/29 |
| 第 4 週 | Multivariate Distribution 10/6 |
| 第 5 週 | Multivariate Distribution 10/13 |
| 第 6 週 | 1st Exam 10/20 |
| 第 7 週 | Some Special Distributions 10/27 |
| 第 8 週 | Some Special Distributions 11/3 |
| 第 9 週 | Distribution of Functions of Random Variables 11/10 |
| 第 10 週 | Distribution of Functions of Random Variables 11/17 |
| 第 11 週 | 2nd Exam 11/24 |
| 第 12 週 | Estimation 12/1 |
| 第 13 週 | Estimation 12/8 |
| 第 14 週 | Theory of Statistical Tests 12/15 |
| 第 15 週 | Theory of Statistical Tests 12/22 |
| 第 16 週 | Final Exam 12/29 |
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
- 地點
- MB 406
- 時間
- Thursday 1:30 pm ~ 4:30 pm
- 聯絡方式