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Information
| Code | IMZ219 |
| Name | Statistical Methods in Engineering |
| Term | 2023-2024 Academic Year |
| Semester | 3. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 5 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. RECEP YURTAL |
| Course Instructor |
Prof. Dr. RECEP YURTAL
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
To teach the basic principles of the statistics and probability in Engineering
Course Content
Introduction, Frequency Analysis, Probability, Probability Distributions, Sampling Distribution, Hypothesis Tests, Correlation and Regression
Course Precondition
None
Resources
Lecture Notes and Presentations
Notes
Statistics: for engineering and the sciences , William Mendenhall, Terry Sincich., Pearson/Prentice Hall, c2007. Probability and statistics for engineers and scientists , Ronald E. Walpole, Pearson/Prentice Hall, c2007. Engineering statistics , Douglas C. Montgomery, George C. Runger, Norma Faris Hubele, John Wiley and Sons, c2004
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Learn the definition of statistics, its importance and engineering applications. |
| LO02 | Learn basic concepts Statistics and Probability |
| LO03 | Learn Probability Distributions and applications. |
| LO04 | Learn Sampling Distributions Hypothesis Tests and apply them to Engineering problems. |
| LO05 | Learn the basics of correlation and regression analysis |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Has the basic knowledge of math, science and civil engineering | 1 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Has a good commman of basic concepts, theories and principles in civil engineering. | 2 |
| PLO03 | Bilgi - Kuramsal, Olgusal | Independently reviews and learns the applications, makes a critical assessment of the problems faced with, selects the proper technique to formulate problems and propose solutions | 3 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Designs a system, a component or a process in order to meet the needs of various engineering problems within technical, economic, environmental, manufacturability, sustainability limitations. | 4 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Selects and uses the modern techniques and tools necessary for engineering practice | 5 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Designs and carries out experiments in the fields of civil engineering, and interprets the results and the data obtained from the experiments | |
| PLO07 | Bilgi - Kuramsal, Olgusal | Gains the abiltiy to work effectively as a member in interdisciplinary teams | |
| PLO08 | Bilgi - Kuramsal, Olgusal | Identifies proper sources of information and databases, reaches them and uses them efficiently. | |
| PLO09 | Bilgi - Kuramsal, Olgusal | Follows the advancements in science and technology being aware of the necessity of lifelong learning and continuously improves her/himself. | |
| PLO10 | Bilgi - Kuramsal, Olgusal | Uses the computers and information technologies related with civil engineering actively. | |
| PLO11 | Bilgi - Kuramsal, Olgusal | Gains the ability to communicate effectively both orally and in writing. | |
| PLO12 | Bilgi - Kuramsal, Olgusal | Communicates using technical drawing | |
| PLO13 | Bilgi - Kuramsal, Olgusal | Constantly improves her/himself by identifying the training needs in scientific, cultural, artistic and social fields. | |
| PLO14 | Bilgi - Kuramsal, Olgusal | Continuously improves her/himself by defining necessities in learning in scientific, social, cultural and artistic areas besides the occupational requirements. | |
| PLO15 | Bilgi - Kuramsal, Olgusal | Has an understanding of entrepreneurship and innovation subjects, and is knowledgeable of contemporary issues. | |
| PLO16 | Bilgi - Kuramsal, Olgusal | Has an awareness of professional and ethical responsibility | |
| PLO17 | Bilgi - Kuramsal, Olgusal | Has the required knowledge in project management, workplace practices, employee health, environmental and occupational safety; and the legal implications of engineering applications. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction | Literature Survey | Öğretim Yöntemleri: Anlatım, Tartışma |
| 2 | Basic Concepts and definitions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 3 | Probability and Distribıtions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 4 | Ferquence Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama, Problem Çözme |
| 5 | Parameter Estimation | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 6 | Important Probability Dsitributions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 7 | Extreme Value Distributions | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | None | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Extreme Value Distribution and applications | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Sampling Distribution | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 11 | Statistical Hypotesis Testing | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Regression Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 13 | Variance Analysis | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 14 | Computer Applications 1 | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 15 | Computer Applications 2 | Repeat the previous lesson | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 16 | Term Exams | None | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | None | Ölçme Yöntemleri: Yazılı Sınav |
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 | 3 | 42 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 4 | 4 | 16 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 18 | 18 |
| Total Workload (Hour) | 130 | ||
| Total Workload / 25 (h) | 5,20 | ||
| ECTS | 5 ECTS | ||