Visit of broadAngle in Izmir University of Economics
Garrison Atkisson, co-founder and CEO of broadAngle (https://www.broadangle.com/), a software company operating in the US and Izmir, and Nihatcan Çolpan, ...
Course Name |
Engineering Statistics
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
MATH 236
|
Spring
|
3
|
0
|
3
|
6
|
Prerequisites |
|
|||||||
Course Language |
English
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|||||||
Course Type |
Required
|
|||||||
Course Level |
First Cycle
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|||||||
Mode of Delivery | - | |||||||
Teaching Methods and Techniques of the Course | Lecture / Presentation | |||||||
National Occupation Classification | - | |||||||
Course Coordinator | ||||||||
Course Lecturer(s) | ||||||||
Assistant(s) |
Course Objectives | This course aims to provide students with the skills to collect, analyze and interpret statistical data. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
Learning Outcomes |
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Course Description | 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. |
|
Core Courses | |
Major Area Courses | ||
Supportive Courses | ||
Media and Management Skills Courses | ||
Transferable Skill Courses |
Week | Subjects | Related Preparation | Learning Outcome |
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 | Midterm | ||
9 | 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. | |
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 | 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 |
Course Notes/Textbooks | 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 |
Suggested Readings/Materials | 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 |
Semester Activities | Number | Weigthing | LO 1 | LO 2 | LO 3 | LO 4 | LO 5 |
Participation | |||||||
Laboratory / Application | |||||||
Field Work | |||||||
Quizzes / Studio Critiques |
2
|
10
|
|||||
Portfolio | |||||||
Homework / Assignments | |||||||
Presentation / Jury | |||||||
Project | |||||||
Seminar / Workshop | |||||||
Oral Exams | |||||||
Midterm |
1
|
40
|
|||||
Final Exam |
1
|
50
|
|||||
Total |
Weighting of Semester Activities on the Final Grade |
3
|
50
|
Weighting of End-of-Semester Activities on the Final Grade |
1
|
50
|
Total |
Semester Activities | Number | Duration (Hours) | Workload |
---|---|---|---|
Theoretical Course Hours (Including exam week: 16 x total hours) |
16
|
3
|
48
|
Laboratory / Application Hours (Including exam week: '.16.' x total hours) |
16
|
0
|
|
Study Hours Out of Class |
14
|
3
|
42
|
Field Work |
0
|
||
Quizzes / Studio Critiques |
2
|
10
|
20
|
Portfolio |
0
|
||
Homework / Assignments |
0
|
||
Presentation / Jury |
0
|
||
Project |
0
|
||
Seminar / Workshop |
0
|
||
Oral Exam |
0
|
||
Midterms |
1
|
30
|
30
|
Final Exam |
1
|
40
|
40
|
Total |
180
|
#
|
PC Sub | Program Competencies/Outcomes |
* Contribution Level
|
||||
1
|
2
|
3
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4
|
5
|
|||
1 |
Engineering Knowledge: Knowledge of mathematics, science, basic engineering, computer computation, and topics specific to related engineering disciplines; the ability to use this knowledge in solving complex engineering problems |
-
|
-
|
X
|
-
|
-
|
|
1 |
Mathematics |
-
|
-
|
-
|
-
|
-
|
|
2 |
Science |
-
|
-
|
-
|
-
|
-
|
|
3 |
Basic engineering |
-
|
-
|
-
|
-
|
-
|
|
4 |
Computer computation |
-
|
-
|
-
|
-
|
-
|
|
5 |
Topics specific to related engineering disciplines |
-
|
-
|
-
|
-
|
-
|
|
6 |
The ability to use this knowledge in solving complex engineering problems |
-
|
-
|
-
|
-
|
-
|
|
2 |
Problem Analysis: The ability to define, formulate, and analyze complex engineering problems by using fundamental science, mathematics, and engineering knowledge, while considering the relevant UN Sustainable Development Goals (SDGs) related to the problem. |
-
|
-
|
-
|
-
|
-
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|
3 |
Engineering Design: The ability to design creative solutions to complex engineering problems; the ability to design complex systems, processes, devices, or products that meet present and future requirements, considering realistic constraints and conditions. |
-
|
-
|
-
|
-
|
-
|
|
1 |
The ability to design creative solutions to complex engineering problems |
-
|
-
|
-
|
-
|
-
|
|
2 |
Considering realistic constraints and conditions in designing complex systems, processes, devices, or products |
-
|
-
|
-
|
-
|
-
|
|
3 |
The ability to design in a way that meets current and future requirements |
-
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-
|
-
|
-
|
-
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|
4 |
Use of Techniques and Tools: The ability to select and use appropriate techniques, resources, and modern engineering and information technology tools, including prediction and modeling, for the analysis and solution of complex engineering problems, while being aware of their limitations |
-
|
-
|
X
|
-
|
-
|
|
5 |
Research and Investigation: The ability to use research methods, including literature review, designing experiments, conducting experiments, collecting data, analyzing and interpreting results, for the investigation of complex engineering problems. |
-
|
-
|
-
|
-
|
-
|
|
1 |
The ability to use research methods, including literature review |
-
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-
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-
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-
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-
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|
2 |
Designing experiments |
-
|
-
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-
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-
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-
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3 |
Conducting experiments, collecting data, analyzing and interpreting results, for the investigation of complex engineering problems |
-
|
-
|
-
|
-
|
-
|
|
6 |
Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, the economy, sustainability, and the environment within the scope of the UN Sustainable Development Goals (SDGs); awareness of the legal consequences of engineering solutions |
-
|
-
|
-
|
-
|
-
|
|
1 |
Global Impact of Engineering Practices: Knowledge of the impacts of engineering practices on society, health and safety, the economy, sustainability, and the environment within the scope of the UN Sustainable Development Goals (SDGs) |
-
|
-
|
-
|
-
|
-
|
|
2 |
Awareness of the legal consequences of engineering solutions |
-
|
-
|
-
|
-
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-
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|
7 |
Ethical Behavior: Acting in accordance with the principles of the engineering profession; knowledge of ethical responsibility; awareness of acting impartially and inclusively, without discrimination in any matter. (FENG101) |
-
|
-
|
-
|
-
|
-
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|
1 |
Acting in accordance with the principles of the engineering profession; knowledge of ethical responsibility |
-
|
-
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-
|
-
|
-
|
|
2 |
Awareness of acting impartially and inclusively, without discrimination in any matter. |
-
|
-
|
-
|
-
|
-
|
|
8 |
Individual and Team Work: The ability to work effectively as an individual and as a member or leader of both intra-disciplinary and interdisciplinary teams (whether 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), particularly in technical matters. |
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-
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-
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-
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|
1 |
Verbal (ENGxxx) |
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-
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-
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-
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-
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|
2 |
Written effective communication skills. (ENGxxx) |
-
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-
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-
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-
|
-
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|
10 |
Project Management: Knowledge of business practices such as project management and economic feasibility analysis; awareness of entrepreneurship and innovation. |
-
|
-
|
-
|
-
|
-
|
|
1 |
Knowledge of business practices such as project management and economic feasibility analysis; (FENG497-FENG498) |
-
|
-
|
-
|
-
|
-
|
|
2 |
Awareness of entrepreneurship and innovation. (FENG101) |
-
|
-
|
-
|
-
|
-
|
|
11 |
Lifelong Learning: The ability to learn independently and continuously, adapt to new and emerging technologies, and think critically about technological changes. |
-
|
-
|
-
|
-
|
-
|
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
Garrison Atkisson, co-founder and CEO of broadAngle (https://www.broadangle.com/), a software company operating in the US and Izmir, and Nihatcan Çolpan, ...
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