Information Package / Course Catalogue
Mathematical Statistics
Course Code: BİS621
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 4
Prt.: 0
Credit: 4
Lab: 0
ECTS: 4
Objectives of the Course

To provide the learning and analysing of basic and advanced concepts of the mathematical statistics.

Course Content

Discrete / Continuous Random Variables and Probability distributions, Inference Based on Two Samples, Point Estimation, Regression methods

Name of Lecturer(s)
Learning Outcomes
1.Be able to understand the concepts of parameter estimation
2.Be able to derive the maximum likelihood estimates for the parameters of various distributions.
3.Be able to construct confidence intervals for the parameters of various distributions
4.Be able to understand the concept of statistical hypothesis testing
5.Be able to understand the concept of regression analysis.
Recommended or Required Reading
Weekly Detailed Course Contents
Week 1 - Theoretical
Overview and Descriptive Statistics
Week 2 - Theoretical
Probability - I
Week 3 - Theoretical
Probability - II
Week 4 - Theoretical
Probability - III
Week 5 - Theoretical
Discrete Random Variables and Probability Distributions - I
Week 6 - Theoretical
Discrete Random Variables and Probability Distributions - II
Week 7 - Theoretical
Continuous Random Variables and Probability Distributions - I
Week 8 - Theoretical
Literature review and discussion (Midterm exam)
Week 9 - Theoretical
Continuous Random Variables and Probability Distributions - II
Week 10 - Theoretical
Distribution of the Sample Mean
Week 11 - Theoretical
Point Estimation
Week 12 - Theoretical
Test of Hypotheses Based on a Single Sample
Week 13 - Theoretical
Inference Based on Two Samples
Week 14 - Theoretical
Regression methods
Week 15 - Final Exam
Final exam
Assessment Methods and Criteria
Type of AssessmentCountPercent
Attending Lectures1%5
Assignment1%5
Midterm Examination1%20
Final Examination1%70
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory140228
Assignment24212
Quiz42112
Midterm Examination120222
Final Examination120222
TOTAL WORKLOAD (hours)96
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
OÇ-1
4
4
3
3
2
2
2
OÇ-2
4
3
4
2
3
3
2
OÇ-3
3
3
3
3
3
4
3
OÇ-4
4
4
4
4
3
4
3
OÇ-5
4
4
4
4
2
3
3
Adnan Menderes University - Information Package / Course Catalogue
2026