Elements of Probability and Statistics

Random Variables,  Expectation, Transformation (3 weeks)

Random variables, probability mass function, probability density function, cumulative distribution function and their properties. Expectations of random variables, Transformations of variables, Parameter, Statistics, Measure of location, measure of variability, Box-Plot graphs, Covariance and Correlation.