Information Package / Course Catalogue
Statistical Experimental Design
Course Code: İŞLE518
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

The course prepares students and present their applications to increase the knowledge of statistical experimental design includes issues.

Course Content

Issues related to the processing of Statistical Experimental Design.

Name of Lecturer(s)
Learning Outcomes
1.Statistics in the experimental design
2.Data model building
3.Models to make predictions using
4.To have the discussion and evaluation
5.
Recommended or Required Reading
1.Şenoğlu Birdal, Acıtaş Şükrü, İstatistiksel Deney Tasarımı, Nobel Yayın, Ankara-2010.
Weekly Detailed Course Contents
Week 1 - Theoretical
Design of full factorial experiments
Week 2 - Theoretical
Design of fractional factorial experiments
Week 3 - Theoretical
Taguchi method experiment design
Week 4 - Theoretical
System design, Parameter design
Week 5 - Theoretical
Tolerance design
Week 6 - Theoretical
Introduction to analysis of variance
Week 7 - Theoretical
Introduction to analysis of variance
Week 8 - Theoretical
Completion of analysis of variance
Week 9 - Theoretical
Completion of analysis of variance
Week 10 - Theoretical
Introduction to covariance analysis
Week 11 - Theoretical
Completion of covariance analysis
Week 12 - Theoretical
Introduction to linear models
Week 13 - Theoretical
Completion of linear models
Week 14 - Theoretical
Introduction to nonlinear models
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%30
Final Examination1%70
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory142370
Midterm Examination125126
Final Examination130131
TOTAL WORKLOAD (hours)127
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
PÇ-8
PÇ-9
PÇ-10
OÇ-1
5
5
3
3
2
2
4
4
3
3
OÇ-2
3
4
4
4
4
3
3
3
3
3
OÇ-3
2
2
3
3
3
5
4
4
4
4
OÇ-4
2
3
5
4
2
3
5
4
3
3
OÇ-5
5
2
3
4
2
3
5
5
4
4
Adnan Menderes University - Information Package / Course Catalogue
2026