| 週次 |
授課內容 |
| 第1週 |
09/06 Introduction |
| 第2週 |
09/13 Ch. 1 A Review of Basic Concepts |
| 第3週 |
09/20 Ch. 2 Introduction to Regression Analysis |
| 第4週 |
09/27 Ch. 3 Simple Linear Regression |
| 第5週 |
10/04 Ch. 3 Simple Linear Regression |
| 第6週 |
10/11 Ch. 4 Multiple Regression Models |
| 第7週 |
10/18 Ch. 5 Principles of Model Building |
| 第8週 |
10/25 Case Study I |
| 第9週 |
11/01 Ch. 6 Variable Screening Methods |
| 第10週 |
11/08 Field Trip |
| 第11週 |
11/15 Midterm (Open-book exam) |
| 第12週 |
11/22 Ch. 7 Some Regression Pitfalls |
| 第13週 |
11/29 Ch. 8 Residual Analysis |
| 第14週 |
12/06 Ch. 9 Special Topics in Regression |
| 第15週 |
12/13 Ch. 10 Introduction to Time Series Modeling and Forecasting |
| 第16週 |
2/20 Final Presentationsϴ/27 Self-learningϩ/03 Self-learning |
自主學習
內容 |
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