İŞL601


Course Title Course Code Program Level
Advanced Statistical Techniques İŞL601 İşletme Doktora M.A / M.Sc.

Course Term
(Course Semester)
Teaching and Learning Methods
Credits
Theory Practice Lab Projects/Field Work Seminars/Workshops Other Total Credits ECTS Credits
01
(Fall)
3 42 3 8

Teaching Staff Prof. Dr. Özkan ÜNVER
Language of Instruction Türkçe (Turkish)
Type Of Course Compulsory
Prerequisites
Recommended Optional Programme Component
Course Objectives This course aims to reinforce issues by conducting research and offering in the context of better learning of topics seen in the weekly course distribution.
Course Content The aim of the course is to teach the statistical tools and methods used in qualitative and quantitative research, which are necessary in the research and thesis writing of PhD students.
Learning Outcomes (LO) The achievements of students who complete this course and are successful are as follows: 1.the theoretical infrastructure of the regression method will be formed 2.the theoretical infrastructure of the variant analysis method will be formed 3.different regression and variance analysis problems can be solved
Mode of Delivery Face to face
Course Outline
Week Topics
1. Week Linear Models
2. Week Linear Models
3. Week Variance components for balanced arrangements
4. Week Polynomial Models
5. Week Harmonic regression
6. Week Practice
7. Week Crossed models for a combination of quantitative and qualitative factors
8. Week Variance models for constant effect
9. Week Variance models for constant effect
10. Week Variance models for random effect
11. Week Variance models for random effect
12. Week Variance analysis for the combined effects of fixed and random effects
13. Week Variance analysis for the combined effects of fixed and random effects
14. Week Practice
Assessment
  Percentage(%)
Mid-term (%) 40
Quizes (%)
Homeworks/Term papers (%)
Practice (%)
Labs (%)
Projects/Field Work (%)
Seminars/Workshops (%)
Final (%) 60
Other (%)
Total(%) 100
Course Book (s) and/or References John, Peter W.M., Statistical Design andAnalaysis of Experiments, 1971. The Macmillian Company -Draper, Norman ve Smith, Harry, Applied Regression
Work Placement(s)
The Relationship between Program Qualifications (PQ) and Course Learning Outcomes (LO)

 

PY1

PY2

PY3

PY4

PY5

PY6

PY7

PY8

PY9

PY10

PY11

PY12

PY13

PY14

ÖÇ1

 

 

 

 

 5

 

 

 

 

 1

 

 3

 

 4

ÖÇ2

 

 

 3

 

 

 

 

 

 

 3

 

 

 

 

ÖÇ3

 1

 

 

 

 

 

 

 5

 

 4

 

 

3