1 | Course Title: | TIME SERIES ANALYSIS |
2 | Course Code: | EKO5101 |
3 | Type of Course: | Compulsory |
4 | Level of Course: | Second Cycle |
5 | Year of Study: | 1 |
6 | Semester: | 1 |
7 | ECTS Credits Allocated: | 7 |
8 | Theoretical (hour/week): | 3 |
9 | Practice (hour/week) : | 0 |
10 | Laboratory (hour/week) : | 0 |
11 | Prerequisites: | No |
12 | Recommended optional programme components: | None |
13 | Language: | Turkish |
14 | Mode of Delivery: | Face to face |
15 | Course Coordinator: | Prof. Dr. ERKAN IŞIGIÇOK |
16 | Course Lecturers: | Prof. Dr. Erkan IŞIĞIÇOK |
17 | Contactinformation of the Course Coordinator: |
E-posta : eris@uludag.edu.tr Telefon: 0 224 29 41101 Adres: Uludağ Üniversitesi, İktisadi ve İdari Bilimler Fakültesi, Ekonometri Bölümü,16059, Görükle/Bursa. |
18 | Website: | |
19 | Objective of the Course: | The aim of the course is to teach the basic concepts and models for time series analysis. |
20 | Contribution of the Course to Professional Development |
21 | Learning Outcomes: |
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22 | Course Content: |
Week | Theoretical | Practical |
1 | Philosophical and Statistical Sense Causality | |
2 | Econometric Approach and Time Series Analysis Approach | |
3 | Factors Affecting the Time Series | |
4 | Theoretical Framework for Analysis of Time Series | |
5 | Theoretical Framework of Causality Tests | |
6 | Data Entry to Eviews Package Program and Features of The Commands | |
7 | Investigation of the Relationships Between Variables with Causality Tests and Eviews Practises | |
8 | Time-Series Patterns and Eviews Practises | |
9 | Stationary and Nonstationary Stochastic Processes | |
10 | Stationarity Analysis with correlogram and Eviews Practises | |
11 | Stationarity Analysis with Unit Root Test and Eviews Practises | |
12 | AR Model Estimation with Box-Jenkins Method and Eviews Practises | |
13 | MA Model Estimation with Box-Jenkins Method and Eviews Practises | |
14 | ARIMA Model Estimation with Box-Jenkins Method and Eviews Practises |
23 | Textbooks, References and/or Other Materials: |
1. Erkan IŞIĞIÇOK, Zaman Serilerinde Nedensellik Çözümlemesi, Uludağ Üniversitesi Basımevi, 1994. 2. Mustafa SEVÜKTEKİN ve Mehmet NARGELEÇEKENLER, Zaman Serileri Analizi, Nobel Yayın Dağıtım, 3. Baskı, 2010. |
24 | Assesment |
TERM LEARNING ACTIVITIES | NUMBER | PERCENT |
Midterm Exam | 0 | 0 |
Quiz | 0 | 0 |
Homeworks, Performances | 4 | 30 |
Final Exam | 1 | 70 |
Total | 5 | 100 |
Contribution of Term (Year) Learning Activities to Success Grade | 30 | |
Contribution of Final Exam to Success Grade | 70 | |
Total | 100 | |
Measurement and Evaluation Techniques Used in the Course | ||
Information |
25 | ECTS / WORK LOAD TABLE |
Activites | NUMBER | TIME [Hour] | Total WorkLoad [Hour] |
Theoretical | 14 | 3 | 42 |
Practicals/Labs | 0 | 0 | 0 |
Self Study and Preparation | 14 | 3 | 42 |
Homeworks, Performances | 4 | 10 | 40 |
Projects | 0 | 0 | 0 |
Field Studies | 0 | 0 | 0 |
Midtermexams | 0 | 0 | 0 |
Others | 0 | 0 | 0 |
Final Exams | 1 | 55 | 55 |
Total WorkLoad | 179 | ||
Total workload/ 30 hr | 5,97 | ||
ECTS Credit of the Course | 6 |
26 | CONTRIBUTION OF LEARNING OUTCOMES TO PROGRAMME QUALIFICATIONS | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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LO: Learning Objectives | PQ: Program Qualifications |
Contribution Level: | 1 Very Low | 2 Low | 3 Medium | 4 High | 5 Very High |