Probability Theory and Mathematical Statistics

Author: Xu Chengde, Wang Yong
Publisher:
Publish Date: 2001-08-01
Features: This book is one of the series textbooks developed by the Department of Mathematics at Harbin Institute of Technology, one of the national engineering mathematics teaching bases, based on the achievements of mathematics teaching reform. The book consists of nine chapters, covering the following topics: Random Events and Probability, Conditional Probability and Independence, Random Variables and Their Distributions, Multidimensional Random Variables and Their Distributions, Digital Characteristics and Limit Theorems of Random Variables, Basic Concepts of Mathematical Statistics, Parameter Estimation, Hypothesis Testing, and Analysis of Variance for Single-Factor Experiments and Univariate Normal Linear Regression. Each chapter includes exercises, and the supplementary problems at the end of the book contain a large number of applied problems as well as entrance examination questions for master's degree candidates in engineering and economics over the years. This book can be used as a textbook for the "Probability Theory and Mathematical Statistics" course in undergraduate programs of various engineering disciplines, and is also suitable for certain majors in finance, economics, and science. Additionally, it can serve as a reference book for candidates preparing for master's degree examinations and engineering technicians.