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| ESM3003 | STATISTICAL METHODS IN ENGINEERING | 2+0+0 | ECTS:2 | | Year / Semester | Fall Semester | | Level of Course | First Cycle | | Status | Compulsory | | Department | DEPARTMENT of ENERGY SYSTEMS ENGINEERING | | Prerequisites and co-requisites | None | | Mode of Delivery | Face to face | | Contact Hours | 14 weeks - 2 hours of lectures per week | | Lecturer | Dr. Öğr. Üyesi Ömür AKYAZI | | Co-Lecturer | | | Language of instruction | Turkish | | Professional practise ( internship ) | None | | | | The aim of the course: | | Given adequate information on the use of statistics in the evaluation of experimental data, and to emphasize the principles of the use of statistics in the solution of engineering problems. Also effective use of SPSS. |
| Learning Outcomes | CTPO | TOA | | Upon successful completion of the course, the students will be able to : | | | | LO - 1 : | will gain the ability to identify and summarize the basic concepts of statistics. | 1,5 | | | LO - 2 : | will learn a variety of basic statistical analysis of the data and to interpret these methods | 1,5 | | | LO - 3 : | apply a variety of statistical methods to engineering problems. | 1,5 | | | LO - 4 : | identify and solve the problems of basic probability. | 1,5 | | | LO - 5 : | Can use SPSS effectively. | 1,5 | | | CTPO : Contribution to programme outcomes, TOA :Type of assessment (1: written exam, 2: Oral exam, 3: Homework assignment, 4: Laboratory exercise/exam, 5: Seminar / presentation, 6: Term paper), LO : Learning Outcome | | |
| Introduction. Frequency Analysis. Probability. Important Probability Distributions. Sampling Distributions. Statistical Hypothesis Tests. Regression Analysis. |
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| Course Syllabus | | Week | Subject | Related Notes / Files | | Week 1 | Introduction | | | Week 2 | FREQUENCY ANALYSIS | | | Week 3 | FREQUENCY ANALYSIS | | | Week 4 | Probability | | | Week 5 | Probability | | | Week 6 | Important Probability Distributions | | | Week 7 | Important Probability Distributions | | | Week 8 | Midterm Exam | | | Week 9 | Sampling Distributions | | | Week 10 | Sampling Distributions | | | Week 11 | STATISTICS HYPOTHESIS TESTS | | | Week 12 | STATISTICS HYPOTHESIS TESTS | | | Week 13 | Correlation and Regression | | | Week 14 | Correlation and Regression | | | Week 15 | SPSS | | | Week 16 | Final Exam | | | |
| 1 | Olasılık ve İstatistik; Akdeniz F., 2006; Nobel Kİtabevi, Adana. | | | |
| 1 | İstatistik Yöntemleri, Murat Karagöz, Ekin Kitabevi Yayınları, 2006. | | | |
| Method of Assessment | | Type of assessment | Week No | Date | Duration (hours) | Weight (%) | | Mid-term exam | 9 | 28.11.2023 | 2 | 50 | | End-of-term exam | 16 | 16.01.2024 | 2 | 50 | | |
| Student Work Load and its Distribution | | Type of work | Duration (hours pw) | No of weeks / Number of activity | Hours in total per term | | Yüz yüze eğitim | 2 | 14 | 28 | | Sınıf dışı çalışma | 1 | 10 | 10 | | Laboratuar çalışması | 0 | 0 | 0 | | Arasınav için hazırlık | 3 | 2 | 6 | | Arasınav | 2 | 1 | 2 | | Uygulama | 0 | 0 | 0 | | Klinik Uygulama | 0 | 0 | 0 | | Ödev | 0 | 0 | 0 | | Proje | 0 | 0 | 0 | | Kısa sınav | 0 | 0 | 0 | | Dönem sonu sınavı için hazırlık | 3 | 4 | 12 | | Dönem sonu sınavı | 2 | 1 | 2 | | Diğer 1 | 0 | 0 | 0 | | Diğer 2 | 0 | 0 | 0 | | Total work load | | | 60 |
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