Linde Werner. Probability Theory: A First Course in Probability Theory and Statistics

De Gruyter, 2016. — 411 p. — (De Gruyter Graduate). — ISBN13: 9783110466171.This book provides a clear, precise, and structured introduction to stochastics and probability theory. It includes many descriptive examples, such as games of chance, which help promote understanding. Thus, the textbook is not only an ideal accompaniment to courses as an introduction to probability theory but also a useful help for maths teachers looking to design a curriculum.Probabilities
Conditional Probabilities and Independence
Random Variables and Their Distribution
Operations on Random Variables
Expected Value, Variance, and Covariance
Normally Distributed Random Vectors
Limit Theorems
Mathematical Statistics