| Dersin Adı |
Engineering Statistics
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Kodu
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Yarıyıl
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Teori
(saat/hafta) |
Uygulama/Lab
(saat/hafta) |
Yerel Kredi
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AKTS
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MATH 236
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3
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0
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3
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6
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| Ön-Koşul(lar) | Array | |||||
| Dersin Dili | English | |||||
| Dersin Türü | - | |||||
| Dersin Düzeyi | - | |||||
| Dersin Veriliş Şekli | face to face | |||||
| Dersin Öğretim Yöntem ve Teknikleri | - | |||||
| Ulusal Meslek Sınıflandırma Kodu | - | |||||
| Dersin Koordinatörü | - | |||||
| Öğretim Eleman(lar)ı | - | |||||
| Yardımcı(ları) | - | |||||
| Dersin Amacı | This course aims to provide students with the skills to collect, analyze and interpret statistical data. |
| Öğrenme Çıktıları |
Bu dersi başarıyla tamamlayabilen öğrenciler;
- |
| Ders Tanımı | This course focuses on sampling distributions, statistical estimation, hypothesis testing, simple and multiple linear regression. In addition, experimental design and applications of these methods to industrial systems engineering are discussed. |
| Dersin İlişkili Olduğu Sürdürülebilir Kalkınma Amaçları |
-
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Temel Ders |
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| Uzmanlık/Alan Dersleri |
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| Destek Dersleri |
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| İletişim ve Yönetim Becerileri Dersleri |
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| Aktarılabilir Beceri Dersleri |
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| Hafta | Konular | Ön Hazırlık | Öğrenme Çıktısı |
| 1 | Introduction to Statistics and Data Analysis and Business | Douglas C. Montgomery, Geroge C. Runger, “The Role of Statistics in Engineering”, Chap. 1 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 1-10. | - |
| 2 | Introduction to Statistics and Data Analysis and Business, Data Description | Douglas C. Montgomery, Geroge C. Runger, “Descriptive Statistics”, Chap. 6 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 198-218. | - |
| 3 | Fundamental Sampling Distributions and Methods of Point Estimation | Douglas C. Montgomery, Geroge C. Runger, “Point Estimation of Parameters and Sampling Distributions”, Chap. 7 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 235-258. | - |
| 4 | Fundamental Sampling Distributions and Methods of Point Estimation | Douglas C. Montgomery, Geroge C. Runger, “Point Estimation of Parameters and Sampling Distributions”, Chap. 7 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 235-258. | - |
| 5 | One-Sample Estimation Problems | Douglas C. Montgomery, Geroge C. Runger, “Statistical Intervals for a Single Sample”, Chap. 8 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 267-287. | - |
| 6 | One-Sample Estimation Problems | Douglas C. Montgomery, Geroge C. Runger, “Statistical Intervals for a Single Sample”, Chap. 8 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 267-287. | - |
| 7 | One-Sample Tests of Hypotheses | Douglas C. Montgomery, Geroge C. Runger, “Tests of Hypotheses for a Single Sample”, Chap. 9 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 301-352. | - |
| 8 | Two-Sample Estimation Problems | Douglas C. Montgomery, Geroge C. Runger, “Statistical Inference for Two Samples”, Chap. 10 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 369-385. | - |
| 9 | Midterm Exam | - | |
| 10 | Two-Sample Estimation Problems | Douglas C. Montgomery, Geroge C. Runger, “Statistical Inference for Two Samples”, Chap. 10 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 389-402. | - |
| 11 | Two-Sample Tests of Hypotheses and Two-Sample Tests of Hypotheses. Applications in public health, healthcare or financial markets | Douglas C. Montgomery, Geroge C. Runger, “Tests of Hypotheses for Two Samples”, Chap. 10 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 301-352. | - |
| 12 | Simple Linear Regression | Douglas C. Montgomery, Geroge C. Runger, “Simple Linear Regression and Correlation”, Chap. 11 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 419-432. | - |
| 13 | Hypothesis Tests in Simple Linear Regression, Confidence Intervals | Douglas C. Montgomery, Geroge C. Runger, “Simple Linear Regression and Correlation”, Chap. 11 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 432-434. | - |
| 14 | Coefficient of Determination | Douglas C. Montgomery, Geroge C. Runger, “Simple Linear Regression and Correlation”, Chap. 11 Applied Statistics and Probability for Engineers, 7th Edition (United States of America: Wiley, 2018), 437-438. | - |
| 15 | Semester Review | - | |
| 16 | Final Exam | - |
| Ders Kitabı |
Douglas C. Montgomery Geroge C. Runger Applied Statistics and Probability for Engineers 7th Ed. (United States of America: Wiley 2018). ISBN: 978-1-119-40036-3 ISBN 978-0-13-415436-7 |
| Önerilen Okumalar/Materyaller |
Ronald E. Walpole Raymond H. Myers Sharon L. Myers Keying Ye Probability and Statistics for Engineers and Scientists 9th Ed. (United States of America: Pearson 2017). ISBN-13: 978-0321629111 William Navidi Statistics for Engineers and Scientists 5th Ed. (United States of America: Mc-Graw Hill 2019) ISBN-13: 978-1260547887 |
| Yarıyıl Aktiviteleri | Sayı | Katkı Payı % |
| Toplam | 0 | 0 |
| Yarıyıl Aktiviteleri | Sayı | Süre (Saat) | İş Yükü |
|---|---|---|---|
| Katılım | - | - | - |
| Teorik Ders Saati | 16 | 3 | 48 |
| Laboratuvar / Uygulama Ders Saati | - | - | - |
| Sınıf Dışı Ders Çalışması | 14 | 3 | 42 |
| Arazi Çalışması | - | - | - |
| Küçük Sınav / Stüdyo Kritiği | 2 | 10 | 20 |
| Portfolyo | - | - | - |
| Ödev | - | - | - |
| Sunum / Jüri Önünde Sunum | - | - | - |
| Proje | - | - | - |
| Seminer/Çalıştay | - | - | - |
| Sözlü Sınav | - | - | - |
| Ara Sınavlar | 1 | 30 | 30 |
| Final Sınavı | 1 | 40 | 40 |
| Toplam | 180 |
| # | PC Alt | Program Yeterlilikleri / Çıktıları | * Katkı Düzeyi | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| 1 |
Engineering Knowledge: Knowledge of mathematics, science, basic engineering, computation, and related engineering discipline-specific topics; the ability to apply this knowledge to solve complex engineering problems. |
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| 1 |
Mathematics |
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| 2 |
Science |
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| 3 |
Basic Engineering |
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| 4 |
Computation |
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| 5 |
Related engineering discipline-specific topics |
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| 6 |
The ability to apply this knowledge to solve complex engineering problems |
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| 2 |
Problem Analysis: Ability to identify, formulate and analyze complex engineering problems using basic knowledge of science, mathematics and engineering, and considering the UN Sustainable Development Goals relevant to the problem being addressed. |
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| 3 |
Engineering Design: The ability to devise creative solutions to complex engineering problems; the ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions. |
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| 1 |
Ability to design creative solutions to complex engineering problems |
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| 2 |
Ability to design complex systems, processes, devices or products to meet current and future needs, considering realistic constraints and conditions |
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| 4 |
Use of Techniques and Tools: Ability to select and use appropriate techniques, resources, and modern engineering and computing tools, including estimation and modeling, for the analysis and solution of complex engineering problems, while recognizing their limitations. |
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| 5 |
Research and Investigation: Ability to use research methods to investigate complex engineering problems, including literature research, designing and conducting experiments, collecting data, and analyzing and interpreting results. |
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| 1 |
Literature research for the study of complex engineering problems |
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| 2 |
Designing experiments |
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| 3 |
Ability to use research methods, including conducting experiments, collecting data. analyzing and interpreting results |
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| 6 |
Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals; awareness of the legal implications of engineering solutions. |
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| 1 |
Knowledge of the impacts of engineering practices on society, health and safety, economy, sustainability, and the environment, within the context of the UN Sustainable Development Goals |
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| 2 |
Awareness of the legal implications of engineering solutions |
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| 7 |
Ethical Behavior: Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility; awareness of being impartial, without discrimination, and being inclusive of diversity. |
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| 1 |
Acting in accordance with the principles of the engineering profession, knowledge about ethical responsibility ethical responsibility |
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| 2 |
Awareness of being impartial and inclusive of diversity, without discriminating on any subject |
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| 8 |
Individual and Teamwork: Ability to work effectively, individually and as a team member or leader on interdisciplinary and multidisciplinary teams (face-to-face, remote or hybrid). |
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| 1 |
Ability to work individually and within the discipline |
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| 2 |
Ability to work effectively as a team member or leader in multidisciplinary teams (face-to-face, remote or hybrid) |
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| 9 |
Verbal and Written Communication: Taking into account the various differences of the target audience (such as education, language, profession) on technical issues. |
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| 1 |
Ability to communicate verbally |
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| 2 |
Ability to communicate effectively in writing |
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| 10 |
Project Management: Knowledge of business practices such as project management and economic feasibility analysis; awareness of entrepreneurship and innovation. |
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| 1 |
Knowledge of business practices such as project management and economic feasibility analysis |
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| 2 |
Awareness of entrepreneurship and innovation |
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| 11 |
Lifelong Learning: Lifelong learning skills that include being able to learn independently and continuously, adapting to new and developing technologies, and thinking questioningly about technological changes. |
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*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
İzmir Ekonomi Üniversitesi, dünya çapında bir üniversiteye dönüşürken aynı zamanda küresel çapta yetkinliğe sahip başarılı gençler yetiştirir.
Daha Fazlası..İzmir Ekonomi Üniversitesi, nitelikli bilgi ve yetkin teknolojiler üretir.
Daha Fazlası..İzmir Ekonomi Üniversitesi, toplumsal fayda üretmeyi varlık nedeni olarak görür.
Daha Fazlası..