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
Will be able to have advanced theoretical and practical knowledge supported by textbooks, application tools and other resources containing current information in the field.
2
With the current developments in the banking and finance sector, it acquires information about basic resources, current trends and approaches.
3
Reaches, evaluates and uses scientific information in the field of Banking and Finance and uses it in solving problems.
4
It carries out a work that requires expertise in the field of Banking and Finance and related disciplines independently and produces solutions.
5
Acquires the necessary theoretical background to understand and solve banking and finance problems and make theoretical contributions.
6
Analyze and synthesize financial and economic data. Presents, discusses and defends data both in writing and orally, both in academic and business life.
7
Gains detailed information on the global aspects of financial markets and their connections with international relations, and at the level of contributing to the existing information.
8
Evaluates the role and importance of social, regulatory and political factors for the banking and financial sector, both practically and theoretically.
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
Will be able to have advanced theoretical and practical knowledge supported by textbooks, application tools and other resources containing current information in the field.
2
With the current developments in the banking and finance sector, it acquires information about basic resources, current trends and approaches.
3
Reaches, evaluates and uses scientific information in the field of Banking and Finance and uses it in solving problems.
4
It carries out a work that requires expertise in the field of Banking and Finance and related disciplines independently and produces solutions.
5
Acquires the necessary theoretical background to understand and solve banking and finance problems and make theoretical contributions.
6
Analyze and synthesize financial and economic data. Presents, discusses and defends data both in writing and orally, both in academic and business life.
7
Gains detailed information on the global aspects of financial markets and their connections with international relations, and at the level of contributing to the existing information.
8
Evaluates the role and importance of social, regulatory and political factors for the banking and financial sector, both practically and theoretically.
