Code | Name of the Course Unit | Semester | In-Class Hours (T+P) | Credit | ECTS Credit |
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MAT207 | PROBABILITY AND STATISTICS | 3 | 3 | 3 | 5 |
GENERAL INFORMATION |
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Language of Instruction : | Turkish |
Level of the Course Unit : | BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle |
Type of the Course : | Compulsory |
Mode of Delivery of the Course Unit | - |
Coordinator of the Course Unit | Prof. OSMAN KOPMAZ |
Instructor(s) of the Course Unit | Assist.Prof. BAHADIR KOPÇASIZ-Assist.Prof. FERHAT KÜRÜZ-Assist.Prof. ZEHRA CİVAN |
Course Prerequisite | No |
OBJECTIVES AND CONTENTS |
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Objectives of the Course Unit: | To introduce the basic concepts of probability theory To have the students acquire the skills to analyze nondeterministic signals by modelling them as random processes. |
Contents of the Course Unit: | Introduction and definitions (Set Theory, Experiment, Sample Space, Events) Mathematical model of probability, Joint and conditional probability, Bayes theorem Independent events and Bernoulli trials The random variable concept Probability distribution and density functions Conditional distributions and densities Expected values, moments and characteristic functions Transformations of a single random variable. Multiple random variables, joint distribution and density functions Limit theorems Operations on multiple random variables Definition of a random process Independence and stationarity Time averages, statistical averages and ergodicity Autocorrelation and cross-correlation functions Gauss and Poisson processes |
KEY LEARNING OUTCOMES OF THE COURSE UNIT (On successful completion of this course unit, students/learners will or will be able to) |
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Know the basic concepts of probability theory. |
Use common probability distributions and analyse their properties. |
Compute conditional probability distributions and conditional expectations. |
Compute distributions by use of transformation techniques and solve problems. |
Define and use the properties of Stochastic processes, especially Gaussian and Poisson Processes. |
WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY |
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Week | Preparatory | Topics(Subjects) | Method |
1 | - | Introduction and definitions (Set Theory, Experiment, Sample Space, Events) | - |
2 | - | Mathematical model of probability, Joint and conditional probability, Bayes theorem | - |
3 | - | Independent events and Bernoulli trials | - |
4 | - | The random variable concept | - |
5 | - | Probability distribution and density functions, Conditional distributions and densities | - |
6 | - | Expected values, moments and characteristic functions | - |
7 | - | Transformations of a single random variable | - |
8 | - | MID-TERM EXAM | - |
9 | - | Multiple random variables, joint distribution and density functions | - |
10 | - | Limit theorems, Operations on multiple random variables | - |
11 | - | Random processes and their properties | - |
12 | - | Independence and stationarity of random processes | - |
13 | - | Time averages, statistical averages and ergodicity, Autocorrelation and cross-correlation functions | - |
14 | - | Gauss and Poisson processes | - |
15 | - | Preparation for Final exam | - |
16 | - | FINAL EXAM | - |
17 | - | FINAL EXAM | - |
SOURCE MATERIALS & RECOMMENDED READING |
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Mühendislik İstatistiği;Montgomery,Runger,Hubele;Çeviri:Coşkun ÖZKAN,Palme Yayıncılık2017 |
Matemetiksel İstatistik,Mustafa Aytaç, Ezgi yayınları,Ankara Üniv.yayını,1999 |
Örnekleme Teorisi ve işletme yönetiminde uygulaması,Orhan İdil,İ.Ü. Yayını,1980 |
Matemetiksel İstatistiğe giriş,Uğur Korum,Ankara üniversitesi,1971 |
Yönetimde istatistik teknikler ve örnek olaylar, Orhan İdil,İst. Gelişim Üniv. ,1979 |
ASSESSMENT |
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Assessment & Grading of In-Term Activities | Number of Activities | Degree of Contribution (%) | Description |
Level of Contribution | |||||
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0 | 1 | 2 | 3 | 4 | 5 |
KNOWLEDGE |
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Theoretical |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Ability to apply mathematics, science and engineering knowledge.
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5 | |||||
2 |
Ability to apply mathematics, science and engineering knowledge.
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5 |
KNOWLEDGE |
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Factual |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Ability to apply mathematics, science and engineering knowledge.
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5 | |||||
2 |
Ability to apply mathematics, science and engineering knowledge.
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5 |
SKILLS |
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Cognitive |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Ability to design experiments, conduct experiments, collect data, analyze and interpret results.
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5 | |||||
2 |
Ability to design experiments, conduct experiments, collect data, analyze and interpret results.
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5 |
SKILLS |
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Practical |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
A system, product or process has economic, environmental, social, political, ethical, health and safety,
under realistic constraints and conditions such as feasibility and sustainability,
Ability to design to meet requirements.
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3 | |||||
2 |
A system, product or process has economic, environmental, social, political, ethical, health and safety,
under realistic constraints and conditions such as feasibility and sustainability,
Ability to design to meet requirements.
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3 |
OCCUPATIONAL |
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Autonomy & Responsibility |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Ability to work in teams with different disciplines
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4 | |||||
2 |
Ability to work in teams with different disciplines
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4 |
OCCUPATIONAL |
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Learning to Learn |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Ability to identify, formulate and solve engineering problems
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5 | |||||
2 |
Ability to identify, formulate and solve engineering problems
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5 |
OCCUPATIONAL |
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Communication & Social |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Awareness of having professional and ethical responsibilities.
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1 | |||||
2 |
Awareness of having professional and ethical responsibilities.
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1 | |||||
3 |
Ability to communicate effectively verbally and in writing.
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1 | |||||
4 |
Ability to communicate effectively verbally and in writing.
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1 |
OCCUPATIONAL |
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Occupational and/or Vocational |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
The ability to have a comprehensive education to understand the impact of engineering solutions on global and social dimensions.
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3 | |||||
2 |
The ability to have a comprehensive education to understand the impact of engineering solutions on global and social dimensions.
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3 | |||||
3 |
Awareness of the necessity of lifelong learning and the ability to do so.
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1 | |||||
4 |
Awareness of the necessity of lifelong learning and the ability to do so.
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1 | |||||
5 |
The ability to have knowledge about current/contemporary issues.
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2 | |||||
6 |
The ability to have knowledge about current/contemporary issues.
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2 | |||||
7 |
Ability to use the techniques required for engineering applications and modern engineering and calculation equipment.
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3 | |||||
8 |
Ability to use the techniques required for engineering applications and modern engineering and calculation equipment.
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3 |
WORKLOAD & ECTS CREDITS OF THE COURSE UNIT |
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Workload for Learning & Teaching Activities |
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Type of the Learning Activites | Learning Activities (# of week) | Duration (hours, h) | Workload (h) |
Lecture & In-Class Activities | 14 | 3 | 42 |
Preliminary & Further Study | 14 | 3 | 42 |
Land Surveying | 0 | 0 | 0 |
Group Work | 0 | 0 | 0 |
Laboratory | 0 | 0 | 0 |
Reading | 0 | 0 | 0 |
Assignment (Homework) | 3 | 5 | 15 |
Project Work | 0 | 0 | 0 |
Seminar | 0 | 0 | 0 |
Internship | 0 | 0 | 0 |
Technical Visit | 0 | 0 | 0 |
Web Based Learning | 0 | 0 | 0 |
Implementation/Application/Practice | 0 | 0 | 0 |
Practice at a workplace | 0 | 0 | 0 |
Occupational Activity | 0 | 0 | 0 |
Social Activity | 0 | 0 | 0 |
Thesis Work | 0 | 0 | 0 |
Field Study | 0 | 0 | 0 |
Report Writing | 0 | 0 | 0 |
Final Exam | 1 | 1 | 1 |
Preparation for the Final Exam | 5 | 3 | 15 |
Mid-Term Exam | 1 | 1 | 1 |
Preparation for the Mid-Term Exam | 5 | 2 | 10 |
Short Exam | 1 | 2 | 2 |
Preparation for the Short Exam | 1 | 3 | 3 |
TOTAL | 45 | 0 | 131 |
Total Workload of the Course Unit | 131 | ||
Workload (h) / 25.5 | 5,1 | ||
ECTS Credits allocated for the Course Unit | 5,0 |