統計推論
Statistical Inference
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 統計推論 MB418（光復） 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
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
Homework 15% 1st exam 25%, 2nd exam 25%, Final exam 30% Homework 15%, Participation 5%, Exam 80%
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 9/12 |
| 第 2 週 | Probability and Distribution 9/19 |
| 第 3 週 | Probability and Distribution 9/26 |
| 第 4 週 | Multivariate Distribution 10/03 |
| 第 5 週 | no class 10/10 |
| 第 6 週 | 1st Exam 10/17 |
| 第 7 週 | Some Special Distributions 10/24 |
| 第 8 週 | Some Special Distributions 10/31 |
| 第 9 週 | Distribution of Functions of Random Variables 11/07 |
| 第 10 週 | Distribution of Functions of Random Variables 11/14 |
| 第 11 週 | Limiting Distribution 11/21 |
| 第 12 週 | 2nd Exam 11/28 |
| 第 13 週 | Estimation 12/05 |
| 第 14 週 | Estimation 12/12 |
| 第 15 週 | Estimation 12/19 |
| 第 16 週 | Theory of Statistical Tests 12/26 |
| 第 17 週 | Theory of Statistical Tests 01/02 |
| 第 18 週 | Final Exam 01/09 |
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