Probability Theory and Mathematical Statistics (Engineering Mathematics and Teaching Software)

Author: He Caixing
Publisher:
Publish Date: 2004-02-02
Features: This book introduces the basic concepts, theories, and methods of probability theory and mathematical statistics, and combines computer applications to enable students to solve some simple probability and statistics problems using mathematical software. The content includes: Random events and their probabilities, 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, Analysis of variance, and Regression analysis. Exercises are provided at the end of each chapter for student practice. This book is a textbook for probability theory and mathematical statistics courses in universities for engineering and science (non-mathematics) majors.