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Course Details
KTO KARATAY UNIVERSITY
Graduate Education Institute
Programme of Islamic Economics and Finance Graduate With Thesis
Course Details
Course Code Course Name Year Period Semester T+A+L Credit ECTS
83511116 Econometrics and Modeling 1 Spring 2 3+0+0 7,5 7,5
Course Type Elective
Course Cycle Master's (Second Cycle) (TQF-HE: Level 7 / QF-EHEA: Level 2 / EQF-LLL: Level 7)
Course Language Turkish
Methods and Techniques -
Mode of Delivery Face to Face
Prerequisites -
Coordinator -
Instructor(s) Asst. Prof. Selahattin BEKTAŞ
Instructor Assistant(s) -
Course Instructor(s)
Name and Surname Room E-Mail Address Internal Meeting Hours
Asst. Prof. Selahattin BEKTAŞ C-Z10 [email protected] 7339
Course Content
The course covers concepts of econometrics and modeling, regression models, time series analysis, panel data analysis, model validation and evaluation, forecasting methods, and simulation techniques.
Objectives of the Course
The objective of this course is to teach students the fundamental principles of econometrics and modeling techniques and to provide them with the ability to apply these techniques for analyzing economic data. Students will learn methods such as regression analysis, time series analysis, and panel data analysis, enabling them to model and solve economic and financial problems.
Contribution of the Course to Field Teaching
Basic Vocational Courses X
Specialization / Field Courses
Support Courses
Transferable Skills Courses
Humanities, Communication and Management Skills Courses
Relationships between Course Learning Outcomes and Program Outcomes
Relationship Levels
Lowest Low Medium High Highest
1 2 3 4 5
# Program Learning Outcomes Level
P1 İslam İktisadı ve Finans alanında kuramsal ve uygulamalı bilgilere sahip olma, sahip olduğu bilgileri kullanabilme 5
P2 İslam İktisadı ve Finans alanında edindiği bilgi, beceri ve yetkinlikleri kullanarak meseleleri tanımlama, veri toplama, değerlendirme, analiz etme, yorumlama ve çözüm önerisi geliştirebilme 5
P3 İslam İktisadı ve Finans alanıyla ilgili farklı bilgi kaynaklarına erişip sayısal analiz ve araştırma yapabilme 5
P4 Disiplin içi, çok disiplinli veya çok kültürlü gruplarda ve bireysel çalışabilme 3
P5 Öğrenim dilinde yazılı ve sözlü iletişim kurabilme, en az bir yabancı dil bilgisine sahip olabilme 2
P6 Ahlaki değerler ve mesleki sorumluluk bilinci ile hareket edebilme 3
P7 Alan uygulamalarının, evrensel ve toplumsal etkileri ile hukuki sonuçlarını bilme 3
Course Learning Outcomes
Upon the successful completion of this course, students will be able to:
No Learning Outcomes Outcome Relationship Measurement Method **
O1 Interprets analysis results from the perspective of Islamic economics and finance. P.2.5 1
O2 Accesses academic articles, books, and other information sources related to Islamic economics and finance. P.3.1 1
O3 Conducts numerical analyses using data from Islamic finance and economics. P.3.2 1
O4 Collects and manages data related to Islamic economics and finance. P.3.4 1
** Written Exam: 1, Oral Exam: 2, Homework: 3, Lab./Exam: 4, Seminar/Presentation: 5, Term Paper: 6, Application: 7
Weekly Detailed Course Contents
Week Topics
1 Introduction to Econometrics and Basic Concepts
2 Introduction to Regression Analysis
3 Linear Regression Models and Applications
4 Multiple Regression and Variable Selection
5 Model Diagnostics and Hypothesis Testing
6 Introduction to Time Series Analysis
7 Stationarity Tests and Time Series Models
8 Introduction to Panel Data Analysis
9 Fixed and Random Effects Models
10 Model Selection and Forecasting Methods
11 Simulation Techniques and Applications
12 Model Validation and Evaluation
13 Final Review and Application
14 Final Review and Application
Evaluation Method and Passing Criteria
In-Term Studies Quantity Percentage
Attendance - -
Homework - -
Presentation - -
Midterms 1 40 (%)
Final Exam 1 60 (%)
Total 100 (%)
ECTS / Working Load Table
Quantity Duration Total Work Load
Course Week Number and Time 14 3 42
Out-of-Class Study Time (Pre-study, Library, Reinforcement) 14 3 42
Midterms 1 50 50
Quiz 0 0 0
Homework 0 0 0
Practice 0 0 0
Laboratory 0 0 0
Project 0 0 0
Workshop 0 0 0
Presentation/Seminar Preparation 0 0 0
Fieldwork 0 0 0
Final Exam 1 91 91
Other 0 0 0
Total Work Load: 225
Total Work Load / 30 7,50
Course ECTS Credits: 8
Course - Learning Outcomes Matrix
Relationship Levels
Lowest Low Medium High Highest
1 2 3 4 5
# Learning Outcomes P2 P3
O1 Interprets analysis results from the perspective of Islamic economics and finance. 5 4
O2 Accesses academic articles, books, and other information sources related to Islamic economics and finance. 5 4
O3 Conducts numerical analyses using data from Islamic finance and economics. 4 5
O4 Collects and manages data related to Islamic economics and finance. 5 4