Probability Theory and Mathematical Statistics, published by Northeastern University Press, consists of nine chapters, namely, random events and probability, one-dimensional random variables and their distribution, two-dimensional random variables and their distribution, numerical characteristics of random variables, law of large numbers and central definition, basic concepts of mathematical statistics, parameter estimation, hypothesis testing, variance analysis and regression analysis.