Information Package / Course Catalogue
Statistical Forecasting Techniques
Course Code: UEK526
Course Type: Area Elective
Couse Group: Second Cycle (Master's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 5
Objectives of the Course

Course Content

Name of Lecturer(s)
Assoc. Prof. Sadullah ÇELİK
Learning Outcomes
1.
2.
3.
4.
5.
Recommended or Required Reading
Weekly Detailed Course Contents
Week 1 - Theoretical
Introduction and Preliminaries
Week 2 - Theoretical
Matrix Algebra
Week 3 - Theoretical
Matrix Algebra
Week 4 - Theoretical
Intorduction to Distribution Theory
Week 5 - Theoretical
Convergence in Probability
Week 6 - Theoretical
Convergence almost surely, Convergence in distribution
Week 7 - Theoretical
Moments and Moment generating functions
Week 8 - Theoretical
Midterm
Week 9 - Theoretical
Normal, Chisquare, student’s T and F distributions
Week 10 - Theoretical
Multivariate Normal Distribution
Week 11 - Theoretical
Hypothesis Testing
Week 12 - Theoretical
Introduction to Regression Analysis
Week 13 - Theoretical
Classical Regression Model
Week 14 - Theoretical
Review of the Semester
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory1463126
TOTAL WORKLOAD (hours)126
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
OÇ-1
4
3
2
1
2
OÇ-2
4
5
4
3
3
OÇ-3
5
2
3
5
5
OÇ-4
3
2
5
2
5
OÇ-5
3
4
5
4
5
Adnan Menderes University - Information Package / Course Catalogue
2026