The aim of the course is to introduce the concepts and techniques of statistical analysis techniques and to provide the implementation of related techniques to related problems.
Course Content
This course contains; Variable Types, Scale Types, Descriptive Statistics, and Hypothesis Testing,ONE WAY ANOVA and SPSS APPLICATION,TWO WAY ANOVA and SPSS APPLICATION,ONE WAY MANOVA and SPSS APPLICATION,TWO WAY MANOVA and SPSS APPLICATION,ANCOVA,SPSS Applications,RELIABILITY ANALYSIS and SPSS APPLICATION,Factor Analysis,SPSS implementation of Factor Analysis,SIMPLE LINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION,MULTILINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION,Article Reviews,SPSS Applications.
Dersin Öğrenme Kazanımları
Teaching Methods
Assessment Methods
1. Models statistical problems.
16, 6, 9
E
2. Uses statistical science in interdisciplinary studies.
6
3. Organizes datasets and draw statistically significant results from these datasets.
16, 3, 6, 9
A, E
4. Applies and interprets statistical analysis.
6
5. Uses SPSS package program effectively
6
6. Explanes the differences between analyzes.
6, 8
E
7. Comprehends how to make, apply and interpret statistical analysis.
Variable Types, Scale Types, Descriptive Statistics, and Hypothesis Testing
Reading the 1st and 2nd resource
2
ONE WAY ANOVA and SPSS APPLICATION
Reading the 1st and 2nd resource
3
TWO WAY ANOVA and SPSS APPLICATION
4
ONE WAY MANOVA and SPSS APPLICATION
5
TWO WAY MANOVA and SPSS APPLICATION
6
ANCOVA
7
SPSS Applications
8
RELIABILITY ANALYSIS and SPSS APPLICATION
Reading the 3rd resource
9
Factor Analysis
Reading the 3rd and 4th resource
10
SPSS implementation of Factor Analysis
11
SIMPLE LINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION
12
MULTILINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION
Reading 4th resource
13
Article Reviews
14
SPSS Applications
Resources
1..HÜSEYİN TATLIDİL; UYGULAMALI ÇOK DEĞİŞKENLİ İSTATİSTİKSEL ANALİZ
2.BAYRAM NURAN, SOSYAL BİLİMLERDE SPSS İLE VERİ ANALİZİ
3.HAİR F. J. ANDERSON E. R. TATHAM L. R. BLACK C. W. (1998) MULTİVARİATE DATA ANALYSİS
4.ŞEREF KALAYCI; SPSS UYGULAMALI ÇOK DEĞİŞKENLİ İSTATİSTİKSEL ANALİZ TEKNİKLERİ
5.DAVİD J. BARTHOLOMCW; THE ANALYSİS AND İNTERPRETATİON OF MULTİVARİATE DATA FOR SOCİAL SCİENTİSTİS
Course Contribution to Program Qualifications
Course Contribution to Program Qualifications
No
Program Qualification
Contribution Level
1
2
3
4
5
1
Defines the theoretical issues in the field of management.
X
2
Describes the necessary mathematical and statistical methods in the field of management.
X
3
Uses at least one computer program in the field of management.
X
4
Gains the necessary research skills to conduct academic studies.
X
5
Student has the ability of time management.
X
6
Adopts the principles of scientific ethics and scientific responsibility.
X
7
Uses and analyses basic facts and data in various disciplines (economics, finance, sociology, law, business) in order to conduct interdisciplinary studies.
X
8
Uses theoretical and practical knowledge in the field of management.
X
9
To be able to produce or interpret an original work by making at least one scientific study related to the field and expanding the boundaries of knowledge in the field.
X
Assessment Methods
Contribution Level
Absolute Evaluation
Rate of Midterm Exam to Success
50
Rate of Final Exam to Success
50
Total
100
ECTS / Workload Table
Activities
Number of
Duration(Hour)
Total Workload(Hour)
Course Hours
4
4
16
Guided Problem Solving
3
4
12
Resolution of Homework Problems and Submission as a Report
10
15
150
Term Project
0
0
0
Presentation of Project / Seminar
10
1
10
Quiz
10
1
10
Midterm Exam
3
3
9
General Exam
3
3
9
Performance Task, Maintenance Plan
20
2
40
Total Workload(Hour)
256
Dersin AKTS Kredisi = Toplam İş Yükü (Saat)/30*=(256/30)
9
ECTS of the course: 30 hours of work is counted as 1 ECTS credit.
Detail Informations of the Course
Course Description
Course
Code
Semester
T+P (Hour)
Credit
ECTS
STATISTICAL DATA ANALYSIS and REPORTING
-
Spring Semester
3+0
3
9
Course Program
Prerequisites Courses
Recommended Elective Courses
Language of Course
Turkish
Course Level
Third Cycle (Doctorate Degree)
Course Type
Elective
Course Coordinator
Assoc.Prof. Elif BAYKAL
Name of Lecturer(s)
Assist.Prof. Yasemin KARAKOÇ
Assistant(s)
Aim
The aim of the course is to introduce the concepts and techniques of statistical analysis techniques and to provide the implementation of related techniques to related problems.
Course Content
This course contains; Variable Types, Scale Types, Descriptive Statistics, and Hypothesis Testing,ONE WAY ANOVA and SPSS APPLICATION,TWO WAY ANOVA and SPSS APPLICATION,ONE WAY MANOVA and SPSS APPLICATION,TWO WAY MANOVA and SPSS APPLICATION,ANCOVA,SPSS Applications,RELIABILITY ANALYSIS and SPSS APPLICATION,Factor Analysis,SPSS implementation of Factor Analysis,SIMPLE LINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION,MULTILINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION,Article Reviews,SPSS Applications.
Dersin Öğrenme Kazanımları
Teaching Methods
Assessment Methods
1. Models statistical problems.
16, 6, 9
E
2. Uses statistical science in interdisciplinary studies.
6
3. Organizes datasets and draw statistically significant results from these datasets.
16, 3, 6, 9
A, E
4. Applies and interprets statistical analysis.
6
5. Uses SPSS package program effectively
6
6. Explanes the differences between analyzes.
6, 8
E
7. Comprehends how to make, apply and interpret statistical analysis.
Variable Types, Scale Types, Descriptive Statistics, and Hypothesis Testing
Reading the 1st and 2nd resource
2
ONE WAY ANOVA and SPSS APPLICATION
Reading the 1st and 2nd resource
3
TWO WAY ANOVA and SPSS APPLICATION
4
ONE WAY MANOVA and SPSS APPLICATION
5
TWO WAY MANOVA and SPSS APPLICATION
6
ANCOVA
7
SPSS Applications
8
RELIABILITY ANALYSIS and SPSS APPLICATION
Reading the 3rd resource
9
Factor Analysis
Reading the 3rd and 4th resource
10
SPSS implementation of Factor Analysis
11
SIMPLE LINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION
12
MULTILINEAR REGRESSION AND CORRELATION ANALYSIS and SPSS APPLICATION
Reading 4th resource
13
Article Reviews
14
SPSS Applications
Resources
1..HÜSEYİN TATLIDİL; UYGULAMALI ÇOK DEĞİŞKENLİ İSTATİSTİKSEL ANALİZ
2.BAYRAM NURAN, SOSYAL BİLİMLERDE SPSS İLE VERİ ANALİZİ
3.HAİR F. J. ANDERSON E. R. TATHAM L. R. BLACK C. W. (1998) MULTİVARİATE DATA ANALYSİS
4.ŞEREF KALAYCI; SPSS UYGULAMALI ÇOK DEĞİŞKENLİ İSTATİSTİKSEL ANALİZ TEKNİKLERİ
5.DAVİD J. BARTHOLOMCW; THE ANALYSİS AND İNTERPRETATİON OF MULTİVARİATE DATA FOR SOCİAL SCİENTİSTİS
Course Contribution to Program Qualifications
Course Contribution to Program Qualifications
No
Program Qualification
Contribution Level
1
2
3
4
5
1
Defines the theoretical issues in the field of management.
X
2
Describes the necessary mathematical and statistical methods in the field of management.
X
3
Uses at least one computer program in the field of management.
X
4
Gains the necessary research skills to conduct academic studies.
X
5
Student has the ability of time management.
X
6
Adopts the principles of scientific ethics and scientific responsibility.
X
7
Uses and analyses basic facts and data in various disciplines (economics, finance, sociology, law, business) in order to conduct interdisciplinary studies.
X
8
Uses theoretical and practical knowledge in the field of management.
X
9
To be able to produce or interpret an original work by making at least one scientific study related to the field and expanding the boundaries of knowledge in the field.
