Course Code: CE-355 Credit Hours: 3+0 Year/Semester: 3rd/5th Session: 2014-18

Course Outline:

Set theory, Basic concepts of probability, Conditional probability, Independent events, Bayes' Theorem, Discrete and Continuous random variables, Distributions and Density functions, Probability distributions (Binomial, Poisson, Hyper geometric, Normal, Uniform and Exponential), Mean, Variance, Standard Deviations, Moments and Moment Generating Functions, Linear regression and Curve fitting, Limit theorems and Applications.

Recommended Books:

• A First Course in Probability, 8th Ed - Sheldon Ross
• Probability, Statistics and Random Processes for Electrical Engineering, 3rd Ed - Leon-Garcia