Abstract: In this chapter, we first present the basic concepts of probability, along with the axioms of probability and their implications. Fundamentals of the probabilities of random events, ...

This course offers an introduction to an extensive array of methods for mathematical data analysis with emphasis on three major topics (probability analysis, statistical inference, and the basic ...