Probability Theory and Mathematical Statistics Applications (Second Edition)

Author: Shi Yu, Li Yaowu
Publisher:
Publish Date: 2005-01-01
Features: This book consists of three parts: Probability Theory, Mathematical Statistics, and Stochastic Processes. Chapters 1-4 cover Probability Theory, introducing fundamental concepts and principles such as random events and probability, random variables and their probability distributions, the digital characteristics of random variables, and limit theorems. Chapters 5-9 focus on Mathematical Statistics, introducing basic concepts and classical methods such as parameter estimation, hypothesis testing, analysis of variance, and regression analysis. Chapters 10-11 deal with Stochastic Processes, covering fundamental knowledge and stationary processes. This book can serve as a textbook for undergraduate students in engineering disciplines and is also suitable for engineering professionals and candidates for postgraduate studies in engineering fields.