ENGINEERING MANAGEMENT (ENGLISH, NON-THESIS) | |||||
Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 |
Course Code | Course Name | Semester | Theoretical | Practical | Credit | ECTS |
ENM5203 | Statistical Data Analysis and Decision Making | Fall | 3 | 0 | 3 | 8 |
The course opens with the approval of the Department at the beginning of each semester |
Language of instruction: | En |
Type of course: | Departmental Elective |
Course Level: | |
Mode of Delivery: | Face to face |
Course Coordinator : | Dr. Öğr. Üyesi ETHEM ÇANAKOĞLU |
Course Lecturer(s): |
Prof. Dr. SELİM ZAİM Dr. Öğr. Üyesi YÜCEL BATU SALMAN |
Course Objectives: | This course provides the use of statistical and quantitative methods using computer technology to examine and explore data. It aims to build and interpret models from this data for decision making in all functional areas. |
The students who have succeeded in this course; Ability to make decisions with statistical methods, ability to collect meaningful data, ability to interpret data and transform it into information/knowledge |
Methods covered include: collecting data, summarizing and exploring data, hypothesis testing, confidence intervals, regression analysis, ANOVA. |
Week | Subject | Related Preparation | |
1) | Introduction: Description of data | ||
2) | Data collection | ||
3) | Descriptive Statistics | ||
4) | Confidence intervals | ||
5) | Hypothesis testing | ||
6) | Hypothesis testing | ||
7) | Midterm | ||
8) | Regression analysis | ||
9) | Regression analysis | ||
10) | ANOVA | ||
12) | ANOVA | ||
12) | SPSS | ||
13) | Project presentations | ||
14) | Project presentations |
Course Notes: | N/A |
References: | Statistics for Business: Decision Making and Analysis, Robert A. Stine, Dean Foster, Pearson, 2011, 0321123913 |
Semester Requirements | Number of Activities | Level of Contribution |
Attendance | % 0 | |
Laboratory | % 0 | |
Application | % 0 | |
Field Work | % 0 | |
Special Course Internship (Work Placement) | % 0 | |
Quizzes | % 0 | |
Homework Assignments | % 0 | |
Presentation | % 0 | |
Project | 1 | % 35 |
Seminar | % 0 | |
Midterms | 1 | % 25 |
Preliminary Jury | % 0 | |
Final | 1 | % 40 |
Paper Submission | % 0 | |
Jury | % 0 | |
Bütünleme | % 0 | |
Total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 25 | |
PERCENTAGE OF FINAL WORK | % 75 | |
Total | % 100 |
Activities | Number of Activities | Duration (Hours) | Workload |
Course Hours | 14 | 3 | 42 |
Laboratory | 0 | 0 | 0 |
Application | 0 | 0 | 0 |
Special Course Internship (Work Placement) | 0 | 0 | 0 |
Field Work | 0 | 0 | 0 |
Study Hours Out of Class | 14 | 4 | 56 |
Presentations / Seminar | 1 | 15 | 15 |
Project | 1 | 90 | 90 |
Homework Assignments | 0 | 0 | 0 |
Quizzes | 0 | 0 | 0 |
Preliminary Jury | 0 | 0 | 0 |
Midterms | 1 | 40 | 40 |
Paper Submission | 0 | 0 | 0 |
Jury | 0 | 0 | 0 |
Final | 1 | 60 | 60 |
Total Workload | 303 |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | To be process oriented | |
2) | To integrate technical specifications with management functions | |
3) | To improve management skills by taking into account the economic, social and environmental conditions | |
4) | To launch fast and agile decision-making process | |
5) | To lead disciplinary and multi-disciplinary teams, to develop solution approaches in complex situations, to work individually and to take responsibility. | |
6) | To have conscious of professional and ethical responsibility | |
7) | To be aware of economic and legal implications of engineering solutions | |
8) | To have ability of selection and efficient use of modern techniques, equipments and information technologies for engineering management | |
9) | To have verbal and oral effective communication skills by using visual methods in Turkish and English | |
10) | To have conscious of necessity to lifelong learning | |
11) | To be aware of entrepreneurship, sustainability and innovation | |
12) | To be capable of designing and conducting experiments and collecting data, analyzing and interpreting results |