Information Package / Course Catalogue
Advanced Statistics
Course Code: IFC509
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 aim of this course is to teach advanced statistical techniques used in family counseling.

Course Content

Multivariate analyzes, data cleaning, exploratory and confirmatory factor analysis, path analysis, structural equation modeling

Name of Lecturer(s)
Learning Outcomes
1.To learn the basic topics in multivariate analyzes.
2.To use statistical package programs for multivariate analyzes.
3.To write reports about multivariate analyzes.
4.To design research questions suitable for multivariate analyzes.
5.To select appropriate analyzes depending on the research questions they encounter.
Recommended or Required Reading
1.Tabachnick, B. G. ve Fidell, L. S. (2011). Multivariate statistics. Boston: Allyn and Bacon.
2.Şimşek Ö. F. (2006). Yapısal Eşitlik Modellemesine Giriş Temel İlkeler ve Lisrel Uygulamaları. Ankara: Ekinos Yayıncılık
Weekly Detailed Course Contents
Week 1 - Theoretical
Introduction to Multivariate Analysis
Week 2 - Theoretical
Data Cleaning
Week 3 - Theoretical
Regression
Week 4 - Theoretical
Multiple regression
Week 5 - Theoretical
Canonical correlation
Week 6 - Theoretical
Multiway frequency analysis
Week 7 - Theoretical
Analysis of covariance
Week 8 - Intermediate Exam
Midterm Exam
Week 9 - Theoretical
Multivariate analysis of variance
Week 10 - Theoretical
Multivariate analysis of variance
Week 11 - Theoretical
Basic component analysis
Week 12 - Theoretical
Exploratory factor analysis
Week 13 - Theoretical
Confirmatory factor analysis
Week 14 - Theoretical
Path Analysis
Week 15 - Theoretical
Structural equation modeling
Week 16 - Final Exam
Final Exam
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory140342
Assignment140228
Term Project21614
Individual Work140228
Midterm Examination1516
Final Examination1617
TOTAL WORKLOAD (hours)125
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
PÇ-11
PÇ-12
PÇ-13
PÇ-14
OÇ-1
5
5
5
OÇ-2
5
5
4
OÇ-3
5
5
4
OÇ-4
5
5
4
OÇ-5
5
5
5
Adnan Menderes University - Information Package / Course Catalogue
2026