Probability, Statistics and Reliability With R For Civil Engineers
Civil Engineering
Institute of Natural and Applied Sciences
Second Cycle (Master's Degree)
| Course Unit Title | Course Unit Code | Type of Course Unit | Level of Course Unit | Year of Study | Semester | ECTS Credits |
|---|---|---|---|---|---|---|
| Probability, Statistics and Reliability With R For Civil Engineers | INS587 | Compulsory | Master's degree | 1 | Fall | 8 |
Name of Lecturer(s)
Prof. Dr. Safa Bozkurt COŞKUN
Learning Outcomes of the Course Unit
1) Apply probability principles to civil engineering field.
2) Use relevant probability distributions.
3) Make statistical inference from observartional data.
4) Perform regression analysis.
5) Perform reliability assessment.
6) Make statistical computations with R.
Program Competencies-Learning Outcomes Relation
| Program Competencies | ||||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ||
| Learning Outcomes | ||||||||||
| 1 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
| 2 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
| 3 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
| 4 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
| 5 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
| 6 | High | Low | Low | Low | Low | No relation | Low | Middle | No relation | |
Mode of Delivery
Face to Face
Prerequisites and Co-Requisites
None
Recommended Optional Programme Components
Not Required
Course Contents
Introduction to R, data structures and basic commands, role of probability and statistics in civil engineering, probabillty theory, random variables and probability distributions, functions of random variables, statistical inference in engineering, hypothesis testing and confidence intervals, goodness of fit tests, regression analysis, risk and reliability in engineering systems.
Recommended or Required Reading
Planned Learning Activities and Teaching Methods
Assessment Methods and Criteria
Contribution of Midterm Examination to Course Grade |
40% |
|---|---|
Contribution of Final Examination to Course Grade |
60% |
Total |
100% |
Language of Instruction
Turkish
Work Placement(s)
Not Required