Applied Probability and Statistics: A Series of Textbooks for Mathematics and Applied Mathematics

Author: Tao Jian
Publisher:
Publish Date: 2003-08-01
Features: This book is the teaching material for the course of Applied Probability and Statistics in the Bachelor's Degree Program of Mathematics and Applied Mathematics at the Central Radio & TV University. It is based on the newly formulated teaching syllabus for applied probability and statistics in higher normal education by the Ministry of Education and is written in line with the characteristics of Chinese distance education. The book is designed with the features of distance education in mind, emphasizing key points and distributing difficult concepts. In terms of theory, it adheres to the principle of necessity and sufficiency while integrating practice. The writing style reflects the characteristics of international distance education materials. The book consists of 10 chapters, including Random Events and Probability, Random Variables and Their Distributions, Multidimensional Random Variables and Their Distributions, Digital Characteristics of Random Variables, Law of Large Numbers and Central Limit Theorem, Basic Concepts of Mathematical Statistics, Parameter Estimation, Hypothesis Testing, Regression Analysis and Analysis of Variance, and Orthogonal Experimental Design. This book can also be used as a reference for teachers and students of mathematics at higher normal universities.