Learning Outcomes
The scope of the course is the introduction of concepts and methods of probability and statistics, which are useful in problems of chemical engineering. Focus is given on the practical approach of real problems. 3 Labs on SPSS statistics software will help to solve problems of Chemical engineering. Several projects will be conduced by the students that will learn and present in the class some applied sections of statistics.
Course Content (Syllabus)
1. Introduction and Descriptive Statistics
2. An Introduction to Probability
3. One-Dimension Random Variables and probability distribution Functions
4. Some important Probability Distributions for discrete and continuous variables ( Bernoulli – Binomial, Poisson, Uniform, Normal, Χ2, Student)
5. Parameter Estimation (Point estimation, Confidence Interval estimation)
6. Statistical hypothesis testing (Mean, Variance, Proportion, of one and two distributions)
7. Regression and Correlation
8. Introduction to Statistical Quality Control & Reliability Engineering
9. Introduction to Design of Experiments
10. Statistical Analysis with SPSS and Excel (3 Labs)
Course Bibliography (Eudoxus)
• 1η επιλογή
«Πιθανότητες και Στατιστική για Μηχανικούς. Μέθοδοι-Εφαρμογές», Γεώργιος Ζιούτας, Eκδόσεις Σοφία, Θεσσαλονίκη 2014. Κωδικός Βιβλίου στον Εύδοξο: 41963482
• 2η επιλογή
«Στατιστική», Δημήτρης Ψωινός, Εκδόσεις Ζήτη, Θεσσαλονίκη 1999. Κωδικός Βιβλίου στον Εύδοξο: 11365