Lesson plan / STATISTICS-I

Lesson Information

Course Credit 3.0
Course ECTS Credit 5.0
Teaching Language of Instruction İngilizce
Level of Course Bachelor's Degree, TYYÇ: Level 6, EQF-LLL: Level 6, QF-EHEA: First Cycle
Type of Course Compulsory
Mode of Delivery Face-to-face
Does the course require compulsory or optional work experience? Z
Course Coordinator
Instructor (s)
Course Assistant

Purpose and Content

The aim of the course The goals of this course are to introduce students to the basic concepts and methods in probability theory and statistics, and to equip them with the technical capabilities required for research.
Course Content Research data in sciences and business; presentation and interpretation of data; basic probability concepts and theory; probability distributions.

Weekly Course Subjects

1Why Use Stats & Math review
2Descriptive statistics
3Fundamental concepts of probability
4Random variables and Probability distributions
5Discrete Random Variables
6Discrete and Continuous Random Variables
7Discrete and Continuous Probability distributions; Expected Value and Variance
8Problem Solutions (Review from Week 3 to Week 7))
9Mid-term Exam
10Discrete and Continuous Random Variables and Probability Distributions
11Bivariate Random Variables: Covariance and Correlation Analysis
12Moment Generating Function
13Moment Generating Function
14Review Questions and Problem Solutions

Resources

1- Rossman, Allan J. and Chance, Beth L., Workshop Statistics, Second Edition,2007.
2- Ross Sheldon, Introduction to Probability and Statistics for Engineers and Scientists, Academic Press, Fourth Edition,2009.
3- Theory and Problems of Probability, Random Variables, and Random Processes, Hwei P. Hsu, Schaum's Series, McGraw-Hill
4- Applied Statistics and Probability for Engineers, Douglas C. Montgomery and George C. Runger, John Wiley & Sons, Inc., Third Edition