TL551 Statistical Methods in Engineering

6 ECTS - 3-0 Duration (T+A)- . Semester- 3 National Credit

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

Update Time: 13.05.2024 11:20