| TYPE OF COURSE UNIT | Compulsory Course |
| LEVEL OF COURSE UNIT | Master's Degree With Thesis |
| YEAR OF STUDY | - |
| SEMESTER | - |
| NUMBER OF ECTS CREDITS ALLOCATED | 10 |
| NAME OF LECTURER(S) | Professor Kumru Didem Atalay
|
| LEARNING OUTCOMES OF THE COURSE UNIT |
At the end of this course, the students;
1) Gain an ability to design and conduct experiments, as well as to analyze and interpret data
2) Gain an ability to design a system, component, or process to meet desired needs within realistic
3) Gain an ability to interpret and design in the experiments using package program to get results
|
| MODE OF DELIVERY | Face to face |
| PRE-REQUISITES OF THE COURSE | No |
| RECOMMENDED OPTIONAL PROGRAMME COMPONENT | None |
| COURSE DEFINITION | |
| 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. |
|
| RECOMENDED 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 WORKLOAD |
| Activities |
Number |
Hours |
Workload |
| 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 Workload | | | 306 |
|---|
| Total Workload / 30 | | | 10,2 |
|---|
| ECTS Credits of the Course | | | 10 |
|---|
|
| LANGUAGE OF INSTRUCTION | Turkish |
| WORK PLACEMENT(S) | No |
| | |
