TÜRKÇE
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Information
| Unit | FACULTY OF ENGINEERING |
| CIVIL ENGINEERING PR. | |
| Code | INMZ205 |
| Name | STATISTICAL METHODS |
| Term | 2025-2026 Academic Year |
| Semester | 3. Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Belirsiz |
| Type | Normal |
| Label | C Compulsory |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. RECEP YURTAL |
| Course Instructor |
Prof. Dr. RECEP YURTAL
(Güz)
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
This course aims to introduce civil engineering students to statistical methods and enable them to apply these methods to engineering problems. Topics include probability, distributions, hypothesis testing, and regression analysis.
Course Content
Importance of statistics in engineering, probability theory, distributions, frequency analysis, sampling, hypothesis testing, regression and variance analysis, and computer-aided applications.
Course Precondition
None
Resources
Statistics for Engineers – Mehmetçik Bayazıt, Beyhan Oğuz, Birsen Publishing
Notes
Lecture slides, supplementary documents, and weekly handouts will be provided through the course platform.
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Defines the concept and importance of statistics and its applications in engineering. |
| LO02 | Identifies basic statistical and probability concepts. |
| LO03 | Explains and applies probability distributions. |
| LO04 | Defines sampling distributions and hypothesis testing, applies them to engineering problems. |
| LO05 | Explains the basics of correlation and regression analysis, applies them to civil engineering problems. |
| LO06 | Performs basic statistical analysis using computer software. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | “Sufficient knowledge in mathematics, science, and discipline-specific topics in Civil Engineering; the ability to use theoretical and applied knowledge in these fields to solve complex engineering problems.” | 5 |
| PLO02 | Bilgi - Kuramsal, Olgusal | “The ability to identify, formulate, and solve complex Civil Engineering problems; and the ability to select and apply appropriate analysis and modeling methods for this purpose.” | 4 |
| PLO03 | Bilgi - Kuramsal, Olgusal | “The ability to design a complex system, process, device, or product to meet specified requirements under realistic constraints and conditions; and the ability to apply modern design methods for this purpose.” | |
| PLO04 | Bilgi - Kuramsal, Olgusal | “The ability to select and use modern techniques and tools necessary for the analysis and solution of complex problems encountered in Civil Engineering applications; and the ability to use information technologies effectively.” | |
| PLO05 | Bilgi - Kuramsal, Olgusal | “The ability to design experiments, conduct experiments, collect data, and analyze and interpret results for the investigation of complex Civil Engineering problems or discipline-specific research topics.” | 4 |
| PLO06 | Bilgi - Kuramsal, Olgusal | “The ability to work effectively in intra-disciplinary and multidisciplinary teams; and the ability to work independently.” | 3 |
| PLO07 | Bilgi - Kuramsal, Olgusal | “The ability to communicate effectively in both oral and written form; proficiency in at least one foreign language; the ability to write effective reports and understand written reports, prepare design and production reports, deliver effective presentations, and give and receive clear and understandable instructions.” | |
| PLO08 | Bilgi - Kuramsal, Olgusal | “Awareness of the necessity of lifelong learning; the ability to access information, follow developments in science and technology, and continuously improve oneself.” | 3 |
| PLO09 | Bilgi - Kuramsal, Olgusal | “Acting in accordance with ethical principles, having professional and ethical responsibility, and having knowledge of the standards used in engineering practices.” | |
| PLO10 | Bilgi - Kuramsal, Olgusal | “Knowledge of business-life practices such as project management, risk management, and change management; awareness of entrepreneurship and innovation; and knowledge about sustainable development.” | 4 |
| PLO11 | Bilgi - Kuramsal, Olgusal | “Knowledge of the universal and social impacts of Civil Engineering practices on health, environment, and safety, as well as the contemporary issues reflected in the field of engineering; and awareness of the legal consequences of engineering solutions.” |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Definition, development, and importance of statistics in civil engineering | Review the syllabus | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 2 | Basic concepts and definitions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Örnek Olay |
| 3 | Probability and distributions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Problem Çözme |
| 4 | Frequency analysis | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 5 | Parameter estimation | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 6 | Important probability distribution functions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 7 | Extreme value distributions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Review the topics covered in the previous weeks, Examine sample problem solutions related to the subjects | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Applications of extreme value distributions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Sampling distributions | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 11 | Hypothesis testing | Review the topics covered in the previous week | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 12 | Homogeneity testing | Review the topics covered in the previous week | Öğretim Yöntemleri: Alıştırma ve Uygulama |
| 13 | Regression analysis | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 14 | Analysis of variance | Review the topics covered in the previous week | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 15 | Computer applications | Review the topics covered in the previous week | Öğretim Yöntemleri: Alıştırma ve Uygulama, Proje Temelli Öğrenme |
| 16 | Term Exams | Review the topics covered in the previous weeks, Examine sample problem solutions related to the subjects | Ölçme Yöntemleri: Performans Değerlendirmesi |
| 17 | Term Exams | Review the topics covered in the previous weeks, Examine sample problem solutions related to the subjects | Ölçme Yöntemleri: Yazılı Sınav |
Assessment (Exam) Methods and Criteria
| Assessment Type | Midterm / Year Impact | End of Term / End of Year Impact |
|---|---|---|
| 1. Midterm Exam | 70 | 28 |
| 1. Oral Exam | 15 | 6 |
| 1. Homework | 15 | 6 |
| General Assessment | ||
| Midterm / Year Total | 100 | 40 |
| 1. Final Exam | - | 60 |
| Grand Total | - | 100 |
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) | 13 | 2 | 26 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 3 | 12 | 36 |
| Mid-term Exams (Written, Oral, etc.) | 2 | 12 | 24 |
| Final Exam | 1 | 16 | 16 |
| Total Workload (Hour) | 144 | ||
| Total Workload / 25 (h) | 5,76 | ||
| ECTS | 6 ECTS | ||