Information Package / Course Catalogue
Probability and Statistics II
Course Code: MAT212
Course Type: Area Elective
Couse Group: First Cycle (Bachelor's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 2
Prt.: 2
Credit: 3
Lab: 0
ECTS: 6
Objectives of the Course

To introduce statistical inference methods, enable students to make decisions about populations using sample data, and develop their ability to perform correlation and regression analyses.

Course Content

Sampling distributions, Central Limit Theorem, estimation theory, confidence intervals, hypothesis testing, one- and two-population problems, chi-square tests, t-tests, F-tests, analysis of variance, correlation and regression.

Name of Lecturer(s)
Learning Outcomes
1.Explain sampling distributions and the Central Limit Theorem
2.Perform point and interval estimation
3.Construct and interpret confidence intervals
4.Conduct statistical hypothesis tests
5.Apply t-tests, chi-square tests and F-tests
6.Perform correlation and regression analyses and interpret the results
Recommended or Required Reading
1.Olasılık ve İstatistik, Fikri Akdeniz, Akademisyen Kitabevi, Ankara, 2022.
2.Modern Probability and Its Applications, Mood A.M., Graybill F.A. McGraw-Hill Book Company, New York, 1963.
3.Introduction to Probability and Statistics, Mendenhall, W., Beaver, R. J., & Beaver, B. M.,15th Ed., Cengage Learning, 2019.
Weekly Detailed Course Contents
Week 1 - Theoretical & Practice
Sampling Distributions
Week 2 - Theoretical & Practice
Central Limit Theorem
Week 3 - Theoretical & Practice
Point Estimation
Week 4 - Theoretical & Practice
Interval Estimation
Week 5 - Theoretical & Practice
Confidence Intervals for Means
Week 6 - Theoretical & Practice
Confidence Intervals for Proportions
Week 7 - Theoretical & Practice
Introduction to Hypothesis Testing
Week 8 - Theoretical & Practice
z-Tests and t-Tests for Means
Week 9 - Theoretical & Practice
Comparison of Two Means
Week 10 - Theoretical & Practice
Tests for Proportions
Week 11 - Theoretical & Practice
Chi-Square Tests
Week 12 - Theoretical & Practice
F-Test and Analysis of Variance
Week 13 - Theoretical & Practice
Correlation Analysis
Week 14 - Theoretical & Practice
Simple Linear Regression
Assessment Methods and Criteria
Type of AssessmentCountPercent
Assignment1%5
Term Assignment1%5
Midterm Examination1%30
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory140228
Lecture - Practice140228
Assignment1123
Term Project1123
Individual Work140456
Midterm Examination110212
Final Examination118220
TOTAL WORKLOAD (hours)150
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
PÇ-15
PÇ-16
PÇ-17
PÇ-18
OÇ-1
3
4
1
3
3
4
4
4
4
3
4
3
OÇ-2
3
4
2
3
3
4
4
4
4
3
4
2
OÇ-3
2
3
3
3
3
2
4
4
4
3
4
2
OÇ-4
2
2
4
3
3
2
4
4
4
3
4
1
OÇ-5
3
3
4
3
3
4
4
4
4
3
4
3
OÇ-6
4
2
3
2
3
4
3
4
3
2
3
3
Adnan Menderes University - Information Package / Course Catalogue
2026