Mathematical aspect of statistics by emphasizing the cumulative distribution functions of discrete and continuous probability models, probability density function, moment generating functions, the factorial moment generating functions and discrete models, also used directly in this context, to teach mathematical structures.

Basic Set Theory, Conditional Probability and Statistical Independence, Probability Distribution Functions, Expected Value Concept, Moment Generating Functions, Geometric Distribution and Negative Binomial Distribution, Normal Distribution and Mathematical Properties of Normal Distribution...