Modern Statistical Analysis Methods and Applications

Author: He Xiaoqun
Publisher:
Publish Date: 1999-08-01
Features: The author assumes that students have a foundation in linear algebra, probability theory, and mathematical statistics. With the aim of improving the quantitative analysis skills of master's students, only selected practical modern statistical analysis methods are chosen from numerous statistical methods. While maintaining theoretical rigor, the book strives to clearly explain the background of the problems, the ideas of the methods, the specific steps, and the analysis techniques. To highlight the ideas and applications of the methods, each method is as closely integrated as possible with practical issues in Chinese society, economy, and management. Guided by case studies, the book serves as a model for master's students from non-statistics majors to conduct quantitative analysis. This book can also be used as a textbook for modern statistical analysis methods courses in the field of economic statistics. It can also serve as a reference book for researchers and practitioners in social, economic, and management fields for quantitative research.