Probability Theory and Mathematical Statistics Tutorial

Author: Mao Shusong, Cheng Yiming, Pu Xiaolong (editors)
Publisher:
Publish Date: 2004-07-01
Features: This book is a national-level planning textbook for the "Fifteenth Five-Year Plan" of general higher education. The main content includes: Random Events and Probability, Random Variables and Their Distributions, Digital Characteristics of Random Variables, Statistics and Their Distributions, Parameter Estimation, Hypothesis Testing, Analysis of Variance and Regression Analysis, etc. The book uses numerous modern examples to illustrate the background of various statistical concepts and the application of their methods, helping students establish a correct understanding of random concepts and their handling methods. The content is carefully arranged in order to facilitate students' comprehension of statistical thinking and mastery of statistical methods. It emphasizes data processing and incorporates statistical tools such as probability paper, box plots, and stem-and-leaf plots. Additionally, the book contains a large number of exercises, organized section by section, with strong targeting. A small number of challenging problems are provided for students to delve deeper into their understanding.