NCHU Course Outline
Course Name (中) 計量經濟學(一)(4134)
(Eng.) Econometrics (I)
Offering Dept Department of Marketing
Course Type Elective Credits 3 Teacher Ho, Yi-Mo
Department Department of Marketing/Undergraduate Language English Semester 2024-FALL
Course Description This course introduces the fundamental theories, concepts, and applications of the basic part of Econometrics and data science. The topics mainly include statistics, regression analysis, fundamental time series analysis, etc.
Prerequisites
self-directed learning in the course Y
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.Indenpendent Analysis
2.Professional Knowledge
3.Creativity
4.Science Methods with Applications
20
40
20
20
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 Holiday
Week 3 Introduction to Econometrics
Week 4 Review of Statistics
Week 5 Statistical Analysis and Statistical Software
Week 6 Simple Regression Analysis
Week 7 Multiple Regression Analysis
Week 8 Forecasting
Week 9 Midterm Exam
Week 10 Introduction of Time Series Analysis
Week 11 Stationary in Time Series data
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
Week 17 Self-directed learning in the course (Discussion for final report)
Week 18 Self-directed learning in the course (Discussion for final report)
Evaluation
Participation: 15%
Homework: 20%
Case Presentation and Report: 40%
Midterm Exam: 25%
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
Tuesday (by appointment)
Sustainable Development Goals, SDGs
08.Decent Work and Economic Growthinclude experience courses:N
Please respect the intellectual property rights and use the materials legally.Please repsect gender equality.
Update Date, year/month/day:2024/09/09 11:49:53 Printed Date, year/month/day:2024 / 10 / 13
The second-hand book website:http://www.myub.com.tw/