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Information
| Code | TL551 |
| Name | Statistical Methods in Engineering |
| Term | 2024-2025 Academic Year |
| Semester | . Semester |
| 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 Goal / Objective
To ensure the application of selected statistical methods that can be applied to the data obtained through experimental studies.
Course Content
Frequency distributions, measures of central tendency and distribution, concepts of mode and median, standard deviation. Discontinuous and continuous distribution types. Calculation of descriptive statistics with the help of a package program. Creating charts (bar, line, histogram, box, relationship charts, etc.). Tabulation of data. Textile applications of statistical methods with the help of computer aided statistical package program.
Course Precondition
There are no prerequisites.
Resources
Lecture notes prepared by the course coordinator
Notes
Özdamar K., Statistical Data Analysis with Package Programs, Nisan Bookstore Publications
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 | Choose the appropriate test method |
| LO04 | Interprets the statistical analysis applied |
| LO05 | Can use the package program at least moderately. |
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 | 3 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Grasping the inter-disciplinary interaction related to textile engineering | 4 |
| 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 | 5 |
| 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 | 5 |
| 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 | 3 |
| 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 | 2 |
| 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 | 2 |
| PLO13 | Bilgi - Kuramsal, Olgusal | Publishing at least one scientific article in the area of textile engineering in a national and international peer reviewed journal | 4 |
| 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 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 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 | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 3 | Types of continuous and discontinuous distribution. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 4 | General introduction of the selected package program | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 5 | Data entry to the package program, defining the properties of the variables | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 6 | Generating new variable, encoding data, defining | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 7 | File splitting, merging | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Implementation of the gained theoretical knowledges with software | Ölçme Yöntemleri: Ödev |
| 9 | Create a chart (Bar chart, line chart, pie chart) | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Graph creation (Histogram, boxplot, scatter plot) | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 11 | Calculation of descriptive statistics with the help of a package program | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Creating cross table and frequency table with the help of package program | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 13 | General repetitions | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 14 | Applications-1 | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 15 | Applications-2 | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 16 | Term Exams | Implementation of the gained theoretical knowledges with software | Ölçme Yöntemleri: Ödev |
| 17 | Term Exams | Implementation of the gained theoretical knowledges with software | Ölçme Yöntemleri: Ödev |
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 | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||