Applied Mathematical Statistics

Author: Yang Hu
Publisher:
Publish Date: 2006-12-01
Features: This book is based on the basic requirements for the Engineering Master's Program Mathematics Common Course Reform Coordination Group of the National Engineering Master's Program Professional Degree Education Guidance Committee, focusing on introducing statistical thinking and application methods. The content includes probability knowledge, statistical concepts, parameter estimation, hypothesis testing, regression analysis, analysis of variance, experimental design, etc. In terms of application, many new contents have been added, such as nonparametric methods, regression diagnostics, factor analysis, etc. To facilitate practical analysis and data processing, this book designs various statistical algorithms and application cases using the commonly used Excel software. The book is written in an in-depth yet accessible manner, making it easy to understand and inspiring. The target readers of this book are students of various engineering master's programs. It can also serve as a reference book for undergraduate students of science and engineering, teachers, scientific and technological workers, and engineering and technical personnel.