Probability Theory and Mathematical Statistics Learning Guide and Complete Solutions: Huazhong University of Science and Technology · 2nd Edition

Author: Department of Mathematics, Huazhong University of Science and Technology
Publisher:
Publish Date: 2003-08-01
Features: This book is a learning guide companion to "Probability Theory and Mathematical Statistics" (Second Edition) compiled by the Department of Mathematics, Huazhong University of Science and Technology. The content of this book is parallel to the main textbook, closely aligned with the curriculum, aiming to help readers master the fundamental concepts and problem-solving methods of probability theory and mathematical statistics, thereby improving their efficiency. The nine chapters of the book mainly cover: Random Events and Probability, Random Variables and Their Distributions, Multivariate Random Variables and Distributions, Digital Characteristics, Limit Theorems, Basic Concepts of Mathematical Statistics, Parameter Estimation, Hypothesis Testing, and Analysis of Variance and Regression Analysis. Each chapter provides corresponding basic requirements and content summaries; typical examples and problem-solving methods; synchronized solutions to textbook exercises; and self-assessment questions. The book is comprehensive in content, features novel and diverse question types, and presents authoritative problem-solving methods. It covers all the content of probability and statistics required by the teaching syllabus for the national unified entrance examination for postgraduate studies issued by the Ministry of Education in 2003. This book is suitable for reference by students in higher education institutions and adult education programs studying probability and mathematical statistics, as well as for teachers and scientific and technical workers in related fields.