230713120 PROBABILITY AND RANDOM VARIABLES ( 3 Crd.Hrs )

Pre-Requisites : 110712240

Meaning of probability, probability space, conditional probability, combined experiments, Bernoulli trials Bernoulli’s theorem. The concept of random variable (RV), distribution and density functions, specific RVs (Uniform, Normal, Rayleigh, Chi, etc…), conditional distributions, asymptotic approximation for binomial RV. Functions of RVs, distribution, mean and variance, correlation and covariance, and introduction to stochastic random processes, WSS and Ergodic RP, correlation properties and PSDs.