Probability and Statistic
Chemical Engineering
Faculty of Engineering
First Cycle (Bachelor's Degree)
| Course Unit Title | Course Unit Code | Type of Course Unit | Level of Course Unit | Year of Study | Semester | ECTS Credits |
|---|---|---|---|---|---|---|
| Probability and Statistic | MUH212 | Compulsory | Bachelor's degree | 2 | Spring | 4 |
Name of Lecturer(s)
Prof. Dr. Kasım BAYNAL
Prof. Dr. Safa Bozkurt COŞKUN
Prof. Dr. Ergün ÖZTÜRK
Prof. Dr. Aydın ÜSTÜN
Associate Prof. Dr. Osman BÜYÜK
Associate Prof. Dr. Murat Selim ÇEPNİ
Associate Prof. Dr. Utkan MUTMAN
Associate Prof. Dr. Aysen ŞİMŞEK KANDEMİR
Assistant Prof. Dr. Ramiz Gültekin AKAY
Assistant Prof. Dr. Barış AKSU
Assistant Prof. Dr. Özer AKYÜREK
Research Assistant Dr. Aytuğ SEÇKİN
Learning Outcomes of the Course Unit
1) Establish a relationship between science and statistical methods
2) Apply the probability calculations
3) Use the probability distributions and functions
4) Collect, analyze and present the data
5) Use the discrete and continuous distribution functions
6) Calculate the relation between the dependent and independent variables by using regression and correlation analysis
Program Competencies-Learning Outcomes Relation
| Program Competencies | |||||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | ||
| Learning Outcomes | |||||||||||
| 1 | Middle | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 2 | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 3 | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 4 | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 5 | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 6 | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
Mode of Delivery
Face to Face
Prerequisites and Co-Requisites
None
Recommended Optional Programme Components
none
Course Contents
This course covers the role of probability and statistics in engineering, Introduction to probability, probability laws, discrete distributions, continuous distributions, descriptive statistics, estimation, simple linear regression and correlation.
Weekly Schedule
1) Basic concepts of statistics and probability2) Descriptive statistics
3) Basic concepts of probability
4) Probability distributions
5) Normal distribution
6) Sampling distribution and central limit theorem
7) Sampling
8) Midterm examination/Assessment
9) Point estimation and confidence intervals
10) Hypothesis tests - I
11) Hypothesis tests - II
12) Non-Parametric tests
13) Analyse of variance
14) Correlation and regression
15) Time series
16) Final examination
Recommended or Required Reading
1- Özer SERPER, Uygulamalı İstatistik 1-2, Ezgi Yayınevi
2- Enis Sınıksaran, Teori ve Uygulamalarıyla İstatstiksel Yöntemler, Türkmen Kitabevi
3- Paul Newbold (Çev:Ümit Şenesen), İstatistik, Literatür Yayınları
4- M.R.Spiegel, L.J. Stephans (Çev: Alptekin Esin, Salih Çelebioğlu), İstatistik, Nobel Yayın
5- J.Neter, W.Wasserman, G.A. Whitmore, Applied Statistics, Allyn and Bacon
Planned Learning Activities and Teaching Methods
1) Lecture
2) Question-Answer
3) Drill and Practice
4) Self Study
5) Problem Solving
6) Project Based Learning
Assessment Methods and Criteria
Contribution of Midterm Examination to Course Grade |
40% |
|---|---|
Contribution of Final Examination to Course Grade |
60% |
Total |
100% |
Language of Instruction
Turkish
Work Placement(s)
Not Required