Probability Theory and Mathematical Statistics

Author: He Caixing
Publisher:
Publish Date: 2001-02-03
Features: This book introduces the basic concepts, theories, and methods of probability theory and mathematical statistics, and combines computer applications to enable students to use mathematical software to solve some simple probability and statistics problems. The content includes random events and their probabilities, random variables and their distributions, multivariate random variables and their distributions, mathematical characteristics of random variables, the law of large numbers and the central limit theorem, basic concepts of mathematical statistics, parameter estimation, hypothesis testing, analysis of variance, and regression analysis. Each chapter ends with exercises for students to practice.