Course Unit Code | Course Unit Title | Type of Course Unit | Year of Study | Semester | Number of ECTS Credits |
---|---|---|---|---|---|
İST152 | BASIC STATICTICS | 1 | 2 | 5,00 |
Lisans
English
The aim of this course is to make students understand the basic probability and statistical concepts and learn statistical analysis techniques that they can apply in their own area.
Assoc. Prof. Dr. Funda Iscioglu
1 | 1. To be able to understand basic concepts related to Statistics |
2 | 2 To be able to construct frequency tables to summarize the data and to present the results graphically |
3 | 3. To become qualified in obtaining the characteristics of the data and summarizing the data |
4 | 4. To be able to solve basic probability problems by understanding probability theory |
5 | 5. To understand some special probability distributions, and be able to solve problems by the help of these distributions |
6 | 6. To be qualified in estimating the parameters regarding to population |
7 | 7. To be qualified in constructing, testing the hypothesis, and making inferences about the population |
8 | 8. To be able to comprehend sampling distributions. |
9 | 9. To be aware of the ethical issues in surveys |
10 | 10. To realize the importance of statistical data analysis in education |
Face to Face
None
none
Basic Subjects: Description of Statistics; Population; Sample; Variable; Types of Variables; Parameters; Sample Statistics. Frequency Distributions: Frequency Distribution Tables; Graphs. Descriptive Statistics: Location Statistics; Measures of Variability. Probability Theory and Random Variables: Sample Spaces and Events; Permutation; Combination; Probability Laws; Conditional Probability; Bayes’ Theorem; Random Variable and Probability Distributions. Some Special Probability Distributions: Bernoulli Distribution; Binomial Distribution; Normal Distribution; Hypergeometric Distribution; Uniform Distribution Sampling distributions Chi-square, F and student- t distributions Statistical Inference: Statistical Estimation; Interval Estimation; Test of Hypothesis.
Week | Subjects (Theoretical) | Practice, Laboratory | Teaching Methods | Preparatory |
---|---|---|---|---|
1 | Course description: Contents, references, basic concepts | |||
2 | Frequency distributions and graphs | |||
3 | Measures of Location and Variability | |||
4 | Introduction to Probability theory | |||
5 | Probability theorems, conditional probability, total probability rule and Bayes theorem | |||
6 | Discrete random variables and some properties | |||
7 | Discrete distributions:Uniform, Bernoulli, Binomial, Poisson, etc. | |||
8 | Midterm exam | |||
9 | Continuous random variables and some properties | |||
10 | Continuous distributions: Uniform, Normal, standart normal, exponential, gamma, etc. | |||
11 | Sampling distributions: Sampling distribution for sample mean and variance , Central Limit Theorem, | |||
12 | Chi-square, F and student-t distributions | |||
13 | Interval estimation for mean and variance | |||
14 | Tests of hypothesis for mean and the variance (one sample case) | |||
15 | Tests of hypothesis for mean and the variance (two sample case) | |||
16 | Fınal exam |
COURSE BOOK: 1. Applied Statistics, J. Neter, W. Wasserman, G.A. Whitmore, Simon & Schuster, Inc., 4th ed., 1993, ISBN 0-205-13478-5 References: 1. Şenol, S., “Tanımlayıcı İstatistik”, Nobel Yayın Dağıtım, ISBN 978-605-395-146-9 2. Şenol, S., “Çıkarsamalı İstatistik”, Nobel Yayın Dağıtım, ISBN 978-605-395-147-6 3. Applied Statistics and Probability for Engineers, D.C. Montgomery & G.C. Runger, John Wiley & Sons, Inc., 3rd ed., 2003, ISBN 0-471-20454-4 (possible to download from internet) 4. Statistics, Concept and Applications, Amir D. Aczel,IRWIN, 1995, ISBN:0-256-11935-X, USA.
Term (or Year) Learning Activities | Quantity | Weight |
---|---|---|
Midterm Examination | 1 | 100 |
Total | 100 | |
End Of Term (or Year) Learning Activities | Quantity | Weight |
Final Examination | 1 | 100 |
Total | 100 | |
Term (or Year) Learning Activities | 40 | |
End Of Term (or Year) Learning Activities | 60 |
none
Activities | Number | Time (hours) | Total Work Load (hours) |
---|---|---|---|
Midterm Examination | 1 | 2 | 2 |
Final Examination | 1 | 2 | 2 |
Attending Lectures | 14 | 2 | 28 |
Practice | 14 | 2 | 28 |
Individual Study for Mid term Examination | 1 | 22 | 22 |
Individual Study for Final Examination | 1 | 32 | 32 |
Reading | 14 | 2 | 28 |
Total Work Load (hours) | 142 |
PO 1 | PO 2 | PO 3 | PO 4 | PO 5 | PO 6 | PO 7 | PO 8 | PO 9 | PO 10 | PO 11 | |
LO 1 | 3 | ||||||||||
LO 2 | 3 | ||||||||||
LO 3 | 3 | ||||||||||
LO 4 | 3 | ||||||||||
LO 5 | 3 | ||||||||||
LO 6 | 3 | ||||||||||
LO 7 | 3 | ||||||||||
LO 8 | 3 | ||||||||||
LO 9 | 3 | ||||||||||
LO 10 | 3 |