Probability Theory and Mathematical Statistics (Second Edition)

Author: Xu Wei Zhao Xuanmin
Publisher:
Publish Date: 2004-01-31
Features: This book is divided into 10 chapters. The first four chapters introduce random events and their probabilities, random variables and their distributions, the mathematical characteristics of random variables, as well as the law of large numbers and the central limit theorem. Chapters 5 to 8 cover relevant content in mathematical statistics, mainly including the basic concepts of mathematical statistics and sampling distributions, parameter estimation, hypothesis testing, and regression analysis. The last two chapters introduce the basic concepts of random processes and the fundamental knowledge of stationary processes. Each chapter is accompanied by exercises, and the answers to these exercises are provided at the end of the book. This book can be used as a textbook for undergraduate students in universities and also serves as a reference for engineering technicians.