| Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
| Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
| This course aims to make students familiar with relevant concepts in fundamental Econometrics and data science and apply the methods in practice. |
| 1.Critical Thinking |
| 2.Professional Knowledge |
| 6.Innovation |
| 8.Independent Problem-Solving |
|
|
| topic Discussion/Production |
| Discussion |
| Lecturing |
|
| Written Presentation |
| Attendance |
| Oral Presentation |
| Assignment |
| Quiz |
|
| Course Content and Homework/Schedule/Tests Schedule |
| Week |
Course Content |
| Week 1 |
Course Introduction |
| Week 2 |
Introduction to Econometrics |
| Week 3 |
Statistics and Statistical Software |
| Week 4 |
Holiday |
| Week 5 |
Holiday |
| Week 6 |
Simple Regression Analysis |
| Week 7 |
Multiple Regression Analysis |
| Week 8 |
Forecasting |
| Week 9 |
Introduction to Time Series Analysis (I) |
| Week 10 |
Midterm Exam |
| Week 11 |
Introduction to Time Series Analysis (II) |
| Week 12 |
Midterm Case Presentation |
| Week 13 |
AR, MA, ARMA, and relevant data science models |
| Week 14 |
Other relevant topics |
| Week 15 |
Final Case Presentation |
| Week 16 |
Final Case Presentation |
self-directed
learning |
02.Viewing multimedia materials related to industry and academia.
|
|
| Evaluation |
Participation: 15%
Homework: 15%
Case Presentation and Report: 40%
Midterm Exam: 30% |
| Textbook & other References |
No textbook required.
Reference books:
1.Jeffrey M. Wooldridge (2013), Introductory Econometrics: A Modern Approach, 5th Edition, South-Western Cengage Learning.
2.Cowpertwait, P. S., & Metcalfe, A. V. (2009). Introductory time series with R. Springer Science & Business Media.
3.Shumway, R. H., Stoffer, D. S., & Stoffer, D. S. (2000). Time series analysis and its applications (Vol. 3). New York: springer. |
| Teaching Aids & Teacher's Website |
| Lecture notes from the books and the instructor. |
| Office Hours |
| Monday (by appointment) |
| Sustainable Development Goals, SDGs(Link URL) |
| 08.Decent Work and Economic Growth | include experience courses：N |
|