TÜRKÇE
ENGLISH
Information
| Unit | FACULTY OF SCIENCE AND LETTERS |
| STATISTICS PR. | |
| Code | ISB492 |
| Name | Statistical Reliability Analysis |
| Term | 2019-2020 Academic Year |
| Semester | 8. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 5 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Label | E Elective |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. GÜZİN YÜKSEL |
| Course Instructor |
Arş.Gör. ÖZLEM AKAY
(Bahar)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
The aim of this course is to introduce reliability concept to students.Reliability estimation for different systems, reliability growth models will be given.
Course 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.
Course Precondition
Yok
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Calculates the hazard ratio estimate. |
| LO02 | Applies the probability plotting techniques. |
| LO03 | Makes the estimation of reliability for different systems. |
| LO04 | Learns basic reliability models |
| LO05 | Knows the basic concepts of reliability. |
| LO06 | Uses estimation based on life distributions |
| LO07 | Solves problems related to reliability. |
| LO08 | Uses Life-table method. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | - | Explain the essence fundamentals and concepts in the field of Probability, Statistics and Mathematics | 3 |
| PLO02 | - | Emphasize the importance of Statistics in life | 4 |
| PLO03 | - | Define basic principles and concepts in the field of Law and Economics | 0 |
| PLO04 | - | Produce numeric and statistical solutions in order to overcome the problems | 5 |
| PLO05 | - | Use proper methods and techniques to gather and/or to arrange the data | 2 |
| PLO06 | - | Utilize computer systems and softwares | 2 |
| PLO07 | - | Construct the model, solve and interpret the results by using mathematical and statistical tehniques for the problems that include random events | 4 |
| PLO08 | - | Apply the statistical analyze methods | 4 |
| PLO09 | - | Make statistical inference(estimation, hypothesis tests etc.) | 3 |
| PLO10 | - | Generate solutions for the problems in other disciplines by using statistical techniques | 5 |
| PLO11 | - | Discover the visual, database and web programming techniques and posses the ability of writing programme | 1 |
| PLO12 | - | Construct a model and analyze it by using statistical packages | 1 |
| PLO13 | - | Distinguish the difference between the statistical methods | 5 |
| PLO14 | - | Be aware of the interaction between the disciplines related to statistics | 5 |
| PLO15 | - | Make oral and visual presentation for the results of statistical methods | 2 |
| PLO16 | - | Have capability on effective and productive work in a group and individually | 2 |
| PLO17 | - | 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 | 2 |
| PLO18 | - | Develop scientific and ethical values in the fields of statistics-and scientific data collection | 3 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 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 | Term Exams | Review the topics discussed in the lecture notes | |
| 17 | Term Exams | Review the topics discussed in the lecture notes |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Midterm Exam | 100 | 20 |
| General Assessment | ||
| Midterm / Year Total | 100 | 20 |
| 1. Final Exam | - | 80 |
| Grand Total | - | 100 |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 18 | 18 |
| Total Workload (Hour) | 114 | ||
| Total Workload / 25 (h) | 4,56 | ||
| ECTS | 5 ECTS | ||