| Course Type | Compulsory Course |
|---|
| Course Level | Master's Degree Without Thesis |
|---|
| Year of Study | - |
|---|
| Semester | - |
|---|
| ECTS | 10 |
|---|
| Name of Lecturer(s) |
- |
| Learning Outcomes |
At the end of this course, the students;
- Gain an ability to design and conduct experiments, as well as to analyze and interpret data
- Gain an ability to design a system, component, or process to meet desired needs within realistic
- Gain an ability to interpret and design in the experiments using package program to get results
|
| Mode of Delivery | Face to face |
|---|
| Prerequisites | No |
|---|
| Recommended Optional Programme Components | None |
|---|
| Course Description | |
|---|
| Course Contents |
| WEEK |
TOPICS |
|
1st Week |
1 Computer-aided research on applications of depictive statistics, data analysis and classification |
|
2nd Week |
2-3 Designing of experiments in engineering |
|
3rd Week |
4-5 Random sampling. Statistical distribution |
|
4th Week |
6-7 Analysis of variance |
|
5th Week |
8 Midterm |
|
6th Week |
9 Regression analysis |
|
7th Week |
11 Discriminant, classification and clustering |
|
8th Week |
12 Basic concept and methods of experimental design. Simple and multiple regression analysis |
|
9th Week |
13-14 Single factorial experiments. |
|
| Recommended or Required Reading | 1-Montgomery D.C., (2000), Design and Analysis of Experiments, 5th Edition, Wiley.
2-W.G.Cochran , G.M.Cox, Experimental Designs, Wiley, 1957, New York.
|
|---|
| Planned Learning Activities and Teaching Methods |
- Lecture
- Questions/Answers
- Practice
- Problem Solving
|
|---|
| Assessment Methods and Criteria |
|
Quantity |
Percentage (%) |
| Mid-term |
1 |
30 |
| Project |
1 |
30 |
| Total(%) |
|
60 |
| Contribution of In-term Studies to Overall Grade(%) |
|
60 |
| Contribution of Final Examination to Overall Grade(%) |
|
40 |
| Total(%) |
|
100 |
|
| ECTS Allocated Based on Student Workload |
| Activities |
Quantity |
Duration (Hour) |
Total Workload (Hour) |
| Midterm exam |
1 |
2 |
2 |
| Preparation for Quiz |
|
|
|
| Individual or group work |
14 |
14 |
196 |
| Preparation for Final exam |
1 |
25 |
25 |
| Course hours |
14 |
3 |
42 |
| Preparation for Midterm exam |
1 |
25 |
25 |
| Laboratory (including preparation) |
|
|
|
| Final exam |
1 |
2 |
2 |
| Homework |
1 |
14 |
14 |
| Total Work Load | 306 |
| Total Work Load / 30 (h) | 10.2 |
| ECTS Credit of the Course | 10 |
|
| Language of Instruction | Turkish |
|---|
| Work Placement(s) | No |
|---|
