EB 205 – Probabilities and random variables

Course lecturer :

  • Dr. Wessam M.Salama

Course assistant :

  • Eng. Ahmed Fekry

Course objectives :

This course aims to learn students probabilities and random variables concepts

Course description :

Probability space, conditional probability, and independence – Random variables and their distributions – Moment generation functions – Law of large numbers – Joint distributions of multiple random variables – Point and interval estimation – Hypothesis tests – Regression analysis

Course assessment :

Quizzes and projects

Recommended text books :

John J. Shynk,” Probability, Random Variables, and Random Processes: Theory and Signal Processing Applications”., November 2012.

Recommended refrences :

H. Cramer,” Random Variables and probability distribution “.(Cambridge Tracts in Mathematics), 3^rd, 2005.