Engineering Probability and Statistics

Author: Yang Debao
Publisher:
Publish Date: 2006-03-14
Features: This book introduces the basic theories and methods of the course "Probability Theory and Mathematical Statistics" based on the "Basic Requirements for Teaching Probability Theory and Mathematical Statistics in Engineering Colleges Nationwide." The content includes: Random events and their probabilities; Random variables and their probability distributions; Multidimensional random variables and their probability distributions; Digital characteristics of random variables; Law of large numbers and central limit theorem; Samples and their distributions; Parameter estimation; Hypothesis testing; Introduction to regression analysis methods. Its features are close ties to practical applications, numerous examples, intuitive and clear explanations, and detailed descriptions. Each chapter includes exercises, practice problems, and study guides, making it particularly suitable for self-study. This book can be used as a textbook for undergraduate engineering students or for engineering professionals, evening colleges, and correspondence courses, and can also serve as a reference for engineering technicians.