TÜRKÇE
ENGLISH
Information
| Unit | INSTITUTE OF NATURAL AND APPLIED SCIENCES |
| TEXTILE ENGINEERING (MASTER) (WITH THESIS) | |
| Code | TL551 |
| Name | Statistical Methods in Engineering |
| Term | 2018-2019 Academic Year |
| Term | Fall |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. BELKIS ZERVENT ÜNAL |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
It is aimed to select and to apply the statistical methods for the data obtained with experimental studies
Course Content
The importance of statistical methods in engineering applications. Frequency distributions, measures of central tendency and dispersion, the concepts of median and mode, standard deviation. Types of continuous and discontinuous distribution. Creating chart. Parametric tests, non-parametric tests. The normal distribution test, randomness test, analysis of variance. t-test, regression analysis, correlation analysis, curve estimation. Textile applications of statistical methods with the help of computer-aided statistical package program (SPSS). Optimization techniques, mathematical modeling. The use of optimization package program (LINGO). Practices with the sample data sets.
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Has statistical knowledge to conduct his/her studies |
| LO02 | Can apply selected statistical methods with the help of package programs |
| LO03 | Interprets the statistical analysis applied |
| LO04 | Choose the appropriate test method |
| LO05 | Can use the SPSS package program at advanced level. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Developing and intensifying knowledge in the textile engineering area, based upon the competency in the undergraduate level | |
| PLO02 | Bilgi - Kuramsal, Olgusal | Grasping the inter-disciplinary interaction related to textile engineering | |
| PLO03 | Bilgi - Kuramsal, Olgusal | The ability to use the expert-level theoretical and practical knowledge acquired in textile engineering area | 2 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Interpreting and forming new types of knowledge by combining the knowledge from the textile engineering area and the knowledge from various other disciplines | 4 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Solving the problems faced in textile engineering area by making use of the research methods | 3 |
| PLO06 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Systematically transferring the current developments in textile engineering area and one’s own work to other groups in and out of the area; in written, oral and visual forms | 3 |
| PLO07 | Yetkinlikler - Öğrenme Yetkinliği | Using the knowledge and the skills for problem solving and/or application (which are processed within textile engineering) in inter-disciplinary studies | |
| PLO08 | Yetkinlikler - Öğrenme Yetkinliği | The ability to present one’s own work within the international environments in textile engineering area, orally, visually and in written forms | |
| PLO09 | Bilgi - Kuramsal, Olgusal | Developing and intensifying the current and high-level knowledge in the textile engineering area with the use of original thinking and/or research processes and in a specialistic level, based upon the competency in the undergraduate level | |
| PLO10 | Bilgi - Kuramsal, Olgusal | The ability to evaluate and use new information in textile engineering with a systematical approach | |
| PLO11 | Bilgi - Kuramsal, Olgusal | To be able to study in a programmatic manner, in accordance with the logical integrity required by the thesis subject and within the scope of the thesis determined by the supervisor. | 3 |
| PLO12 | Bilgi - Kuramsal, Olgusal | Contributing to the progress in textile engineering area by independently carrying out a study which uses a new idea, method, design and/or application which brings about innovation in the area; or, applying a conventional idea, method, design and/or application to a different environment | |
| PLO13 | Bilgi - Kuramsal, Olgusal | Publishing at least one scientific article in the area of textile engineering in a national and international peer reviewed journal | |
| PLO14 | Yetkinlikler - Öğrenme Yetkinliği | Contributing to the solution of textile engineering area-related social, scientific, cultural and ethical problems and promoting the development of these values |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | The importance of statistical methods in engineering applications | Reference Books | |
| 2 | Frequency distributions, measures of central tendency and dispersion, the concepts of median and mode, standard deviation. | Implementation of the gained theoretical knowledges with software | |
| 3 | Types of continuous and discontinuous distribution. Creating chart. | Implementation of the gained theoretical knowledges with software | |
| 4 | Parametric tests, non parametric tests. | Implementation of the gained theoretical knowledges with software | |
| 5 | The normal distribution test, randomness test, analysis of variance | Implementation of the gained theoretical knowledges with software | |
| 6 | Practice with the sample data sets. | Implementation of the gained theoretical knowledges with software | |
| 7 | t-test, regression analysis, correlation analysis, curve estimation. | Implementation of the gained theoretical knowledges with software | |
| 8 | Mid-Term Exam | Implementation of the gained theoretical knowledges with software | |
| 9 | Practice with the sample data sets | Implementation of the gained theoretical knowledges with software | |
| 10 | Textile applications of statistical methods with the help of computer-aided statistical package programme (SPSS) | Implementation of the gained theoretical knowledges with software | |
| 11 | Textile applications of statistical methods with the help of computer-aided statistical package programme (SPSS) | Implementation of the gained theoretical knowledges with software | |
| 12 | Optimization techniques, mathematical modeling. | Implementation of the gained theoretical knowledges with software | |
| 13 | The use of optimization package program (LINGO). | Implementation of the gained theoretical knowledges with software | |
| 14 | Textile applications with the help of optimization package program (LINGO) | Implementation of the gained theoretical knowledges with software | |
| 15 | General Revision | Implementation of the gained theoretical knowledges with software | |
| 16 | Term Exams | Implementation of the gained theoretical knowledges with software | |
| 17 | Term Exams | Implementation of the gained theoretical knowledges with software |
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 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 15 | 15 |
| Mid-term Exams (Written, Oral, etc.) | 0 | 0 | 0 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||