COURSE INFORMATON
Course Title Code Semester L+P Hour Credits ECTS
Statistical Reliability Analysis * ISB   492 8 3 3 5

Prerequisites and co-requisites Yok
Recommended Optional Programme Components None

Language of Instruction Turkish
Course Level First Cycle Programmes (Bachelor's Degree)
Course Type
Course Coordinator Prof. Dr. Güzin YÜKSEL
Instructors
Prof. Dr.GÜZİN YÜKSEL1. Öğretim Grup:A
Prof. Dr.GÜZİN YÜKSEL2. Öğretim Grup:A
 
Assistants
Goals
The aim of this course is to introduce reliability concept to students.Reliability estimation for different systems, reliability growth models will be given.
Content
Reliability estimation for different systems,Hazard rate estimation,Estimation based on life distributions,Exponential distribution,Weibull distribution,Gamma distribution,Testing based on life distributions,Probability plotting techniques.

Learning Outcomes
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Course's Contribution To Program
NoProgram Learning OutcomesContribution
12345
1
Explain the essence fundamentals and concepts in the field of Probability, Statistics and Mathematics
X
2
Emphasize the importance of Statistics in life
X
3
Define basic principles and concepts in the field of Law and Economics
4
Produce numeric and statistical solutions in order to overcome the problems
X
5
Use proper methods and techniques to gather and/or to arrange the data
X
6
Utilize computer systems and softwares
X
7
Construct the model, solve and interpret the results by using mathematical and statistical tehniques for the problems that include random events
X
8
Apply the statistical analyze methods
X
9
Make statistical inference(estimation, hypothesis tests etc.)
X
10
Generate solutions for the problems in other disciplines by using statistical techniques
X
11
Discover the visual, database and web programming techniques and posses the ability of writing programme
X
12
Construct a model and analyze it by using statistical packages
X
13
Distinguish the difference between the statistical methods
X
14
Be aware of the interaction between the disciplines related to statistics
X
15
Make oral and visual presentation for the results of statistical methods
X
16
Have capability on effective and productive work in a group and individually
X
17
Professional development in accordance with their interests and abilities, as well as the scientific, cultural, artistic and social fields, constantly improve themselves by identifying training needs
X
18
Develop scientific and ethical values in the fields of statistics-and scientific data collection
X

Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Reliability estimation for different systems Reading related books
2 Hazard rate estimation Reading related books
3 Estimation based on life distributions Reading related books
4 Exponential distribution Reading related books
5 Weibull distribution Reading related books
6 Gamma distribution Reading related books
7 Applications Reading related books
8 Mid-term exam Review the topics discussed in the lecture notes
9 Normal distribution, lognormal distribution. Reading related books
10 The reliability of the systems, the serial configuration, the parallel configuration, Reading related books
11 Applications to life analysis, exponential model in life analysis Reading related books
12 Weibull model in Life analysis Reading related books
13 Life table, Kaplan-Meier and Cox regression analysis Reading related books
14 Comparison of life curves. Reading related books
15 Testing based on life distributions Reading related books
16-17 Final exam Review the topics discussed in the lecture notes

Recommended or Required Reading
Textbook
Additional Resources