‘Fire Towers’ for Forest Fires
Prof. Dr. Celalettin Kozanoğlu and Prof. Dr. Murat Aşkar from Izmir University of Economics (IUE) have developed a ‘fire tower’ ...
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Department of Civil Engineering
MATH 236 | Course Introduction and Application Information
| Course Name |
Engineering Statistics
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
MATH 236
|
|
3
|
0
|
3
|
6
|
| Prerequisites | -MATH 154 To attend the classes (To enrol for the course and get a grade other than NA or W) | |||||
| Course Language | English | |||||
| Course Type | - | |||||
| Course Level | - | |||||
| Mode of Delivery | face to face | |||||
| Teaching Methods and Techniques of the Course | - | |||||
| National Occupational Classification Code | - | |||||
| 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 |
The students who succeeded in this course;
- |
| 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. |
| Related Sustainable Development Goals |
-
|
|
|
Core Courses |
|
| Major Area Courses |
|
|
| Supportive Courses |
|
|
| Media and Managment Skills Courses |
|
|
| Transferable Skill Courses |
|
WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES
| Week | Subjects | Required Materials | 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 | 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 | - |
| 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 ISBN 978-0-13-415436-7 |
| 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 |
EVALUATION SYSTEM
| Semester Activities | Number | Weighting |
| Total | 0 | 0 |
ECTS / WORKLOAD TABLE
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Participation | - | - | - |
| Theoretical Course Hours | 16 | 3 | 48 |
| Laboratory / Application Hours | - | - | - |
| Study Hours Out of Class | 14 | 3 | 42 |
| Field Work | - | - | - |
| Quizzes / Studio Critiques | 2 | 10 | 20 |
| Portfolio | - | - | - |
| Homework / Assignments | - | - | - |
| Presentation / Jury | - | - | - |
| Project | - | - | - |
| Seminar / Workshop | - | - | - |
| Oral Exams | - | - | - |
| Midterms | 1 | 30 | 30 |
| Final Exam | 1 | 40 | 40 |
| Total | 180 |
COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP
| # | PC Sub | Program Competencies/Outcomes | * Contribution Level | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| No program competency data found. | |||||||
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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