Eyvazian M. Principles of Probability Theory and its Applications 2022

Textbook in PDF format

Combinatorial Analysis
Axioms of Probability
Conditional Probability and Independence
Random Variables
Expected Value
Special Discrete Random Variables
Special Continuous Random Variables
Joint Random Variables and Conditional Distribution
Distribution of a Function of Multiple Random Variables
Expected Value of Multiple Random Variables, Covariance, and Correlation
Determining the Probability Function and Expected Value by Conditioning