Information Package / Course Catalogue
Applied Statistics
Course Code: ISL330
Course Type: Non Departmental Elective
Couse Group: First Cycle (Bachelor's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 5
Objectives of the Course

Objective of this course is to enable students to be qualified in quantitative research designs and to be able to analyze data effectively by using statistical programs.

Course Content

The contents of the course include topics such as: population, sample, Quantitative Research Design, questionnaire creation, SPSS usage.

Name of Lecturer(s)
Learning Outcomes
1.Explains descriptive statistics.
2.Applies inferential statistical analyses.
3.Performs data analysis using SPSS and Excel.
4.Interprets business data.
5.Generates decision-supporting statistical outputs.
6.Reports statistical results.
Recommended or Required Reading
1.Neyran ORHUNBİLGE, Çok Değişkenli İstatistik Yöntemler
Weekly Detailed Course Contents
Week 1 - Theoretical
Introduction to Forecasting Techniques
Week 2 - Practice
Simple Regression and Correlation Analysis
Week 3 - Practice
Hypothesis Testing in Simple Regression and Correlation Analysis
Week 4 - Practice
Nonlinear (Curve) Regression Analysis
Week 5 - Practice
Multiple Regression and Correlation Analysis
Week 6 - Theoretical
Hypothesis Testing in Multiple Regression and Correlation Analysis
Week 7 - Theoretical
Assumptions of regression analysis (multiple linear connection, autocorrelation)
Week 8 - Intermediate Exam
Midterm Assessment Course
Week 9 - Theoretical
Assumptions of regression analysis (multiple linear connection, autocorrelation)
Week 10 - Theoretical
Price Indices
Week 11 - Theoretical
Decomposition Method in Time Series Analysis (Annual Data)
Week 12 - Theoretical
Decomposition Method in Time Series Analysis (Monthly and Seasonal Data)
Week 13 - Theoretical
Smoothing Techniques (Moving Averages)
Week 14 - Theoretical
Exponential Smoothing Techniques
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory142370
Midterm Examination125126
Final Examination128129
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
OÇ-1
5
4
4
3
3
3
2
3
2
3
OÇ-2
5
4
4
3
3
3
2
3
3
3
OÇ-3
5
4
4
3
3
3
2
3
3
3
OÇ-4
5
4
5
4
4
4
3
4
4
4
OÇ-5
5
4
5
4
4
4
3
4
4
4
OÇ-6
5
4
5
4
4
4
3
4
4
4
Adnan Menderes University - Information Package / Course Catalogue
2026