| Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
| Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
1. Learning regression analysis
2. Application |
| 1.Indenpendent Analysis |
| 4.Science Methods with Applications |
|
|
| Lecturing |
| Exercises |
| Discussion |
|
| Attendance |
| Assignment |
| Oral Presentation |
|
| Course Content and Homework/Schedule/Tests Schedule |
| Week |
Course Content |
| Week 1 |
09/11 Introduction |
| Week 2 |
09/18 Ch. 1 A Review of Basic Concepts |
| Week 3 |
09/25 Ch. 2 Introduction to Regression Analysis |
| Week 4 |
10/02 Ch. 3 Simple Linear Regression |
| Week 5 |
10/09 Ch. 3 Simple Linear Regression |
| Week 6 |
10/16 Ch. 4 Multiple Regression Models |
| Week 7 |
10/23 Ch. 5 Principles of Model Building |
| Week 8 |
10/30 Field Trip |
| Week 9 |
11/06 Midterm (Open-book exam) |
| Week 10 |
11/13 Ch. 6 Variable Screening Methods |
| Week 11 |
11/20 Ch. 7 Some Regression Pitfalls |
| Week 12 |
11/27 Ch. 8 Residual Analysis |
| Week 13 |
12/04 Ch. 9 Special Topics in Regression |
| Week 14 |
12/11 Ch. 10 Introduction to Time Series Modeling and Forecasting |
| Week 15 |
12/18 Final Presentations |
| Week 16 |
12/25 Case I and Feedback |
| Week 17 |
01/01 Self-learning (application) |
| Week 18 |
01/08 Self-learning (application) |
|
| Evaluation |
| Participation: 10%; Assignment: 30%; Midterm: 30%; Final Presentation: 30% |
| Textbook & other References |
| Mendenhall, W., and T. Sincich, 2012, A Second Course in Statistics: Regression Analysis, seventh edition, Prentice-Hall. |
| Teaching Aids & Teacher's Website |
|
| Office Hours |
Friday 14:00~16:00
Tel: (04)2284-0392 ext. 764
E-mail: jlu@dragon.nchu.edu.tw
|
| Sustainable Development Goals, SDGs |
| 04.Quality Education | include experience courses：N |
|