The main objective is to introduce the basic theory and the applications of linear regression
methods.
Another goal is to train the students to use linear regression methods to analyze real
data.The main objective is to introduce the basic theory and the applications of linear regression
methods.
Another goal is to train the students to use linear regression methods to analyze real
data.
本課程主要目標在介紹迴歸分析之相關方法以及其理論。除此之外，如何利用所學迴歸方法來做實際資料分析亦是本課程之重點，課程主要涵蓋如下：
1.簡單以及多重迴歸之方法及理論
2.迴歸模式適合度檢定以及診斷
3.反應變數之轉換
4.迴歸與變異數分析
5.模式選取
6.利用迴歸相關方法之實例分析
The main purpose of this course is to introduce the relevant methods and theories of reproductive analysis. In addition, how to use the learned method to do practical data analysis is also the focus of this course. The course mainly covers the following:
1. Simple and multiple recitation methods and theories
2. Verification mode suitability confirmation and diagnosis
3. The transformation of reaction variables
4. Analysis of regression and variations
5. Mode selection
6. Example analysis of using rehabilitation-related methods
1.Applied Regression Analysis, Third Edition,
by Norman R. Draper & Harry Smith(1998), John Wiley & Son, Inc.
2. Linear Regression Analysis, G. A. F. Seber, 1977, Chapters 1~4.2, Appendix A & B.
1.Applied Regression Analysis, Third Edition,
by Norman R. Draper & Harry Smith (1998), John Wiley & Son, Inc.
2. Linear Regression Analysis, G. A. F. Seber, 1977, Chapters 1~4.2, Appendix A & B.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Homework and ProjectHomework and Project Homework and Project |
10 | |
| Quiz 1Quiz 1 Quiz 1 |
15 | |
| Quiz 2Quiz 2 Quiz 2 |
15 | |
| MidtermMidterm Midterm |
25 | |
| FinalFinal Final |
35 |
