Information Package / Course Catalogue
Statistical Estimation Methods
Course Code: YBS309
Course Type: Area Elective
Couse Group: First Cycle (Bachelor's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 2
Prt.: 1
Credit: 3
Lab: 0
ECTS: 6
Objectives of the Course

Scientific research done in a short period of time to ensure the effective and to develop methods and to teach.

Course Content

Sample and population mean, variance, root-leaf diagram, Quarter, histograms, box charts and probability charts the average of the sample distribution and the central limit theorem, point estimation, one sample interval for the estimate, two-sample hypothesis testing for: Partly t-test , two normal statistical inferences on the variance of the population

Name of Lecturer(s)
Learning Outcomes
1.The relationship between science and statistical methods, and thus learn to produce scientific knowledge.
2.The concept of probability, account and learn the rules.
3.With probability distribution functions and learns for use in hypothesis testing.
4.Gains the ability to use appropriate statistical technique as a decision making tool in uncertain environments.
5.Gains knowledge and skills in making probabilistic distributions and probability calculations, applying data regression and correlation analysis methods to engineering sciences, examining and interpreting the results
Recommended or Required Reading
1.Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Weekly Detailed Course Contents
Week 1 - Theoretical
Prediction Theory
Week 1 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 2 - Theoretical
Speeds Development Method
Week 2 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 3 - Theoretical
Characteristic Value Method
Week 3 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 4 - Theoretical
Şu dilden çevir: DancaNaive Models
Week 4 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 5 - Theoretical
Moments and Maximum Likelihood Method
Week 5 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 6 - Theoretical
Least Squares Method
Week 6 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 7 - Theoretical
Time Series Analysis
Week 7 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 8 - Theoretical
Determination trend
Week 8 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 9 - Theoretical
Measurement of seasonal fluctuations
Week 10 - Theoretical
Measurement of the cyclical movement
Week 11 - Theoretical
Exponential Smoothing Methods
Week 11 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 12 - Theoretical
Box-Jenkıns Modelleri
Week 12 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 13 - Theoretical
Box-Jenkıns Modelleri
Week 13 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Week 14 - Theoretical
Course Evaluation
Week 14 - Preparation Work
1. Douglas C. Montgomery and George C. Runger , Statistics and Probability for Engineers, 5th edition, Wiley
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory142370
Lecture - Practice71328
Individual Work141128
Midterm Examination1819
Final Examination114115
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
OÇ-1
4
3
4
4
2
4
3
3
2
1
2
2
3
3
2
OÇ-2
2
2
3
3
1
3
3
3
1
1
1
1
2
2
2
OÇ-3
2
2
3
3
1
3
2
2
1
1
1
1
2
2
1
OÇ-4
2
2
3
3
1
3
2
2
1
1
1
1
2
2
1
OÇ-5
2
2
3
3
1
3
2
2
1
1
1
1
2
2
1
Adnan Menderes University - Information Package / Course Catalogue
2026