Mathematical Statistics and Data Analysis (English Edition. 2nd Edition)

Author: (USA) John A. Rice
Publisher:
Publish Date: 2004-11-01
Features: This book provides numerous examples and abundant exercises to enhance readers' computational skills. It is suitable as a textbook for senior undergraduate and junior graduate students in statistics, mathematics, other STEM fields, as well as social sciences and economics. It can also serve as a reference for professionals in related fields. The book introduces key ideas of modern statistics into mathematical statistics courses, emphasizing data analysis, graphical tools, and computer technology, reflecting the increasingly important role of computers in statistics. To illustrate the role of mathematical statistics in statistical practice and scientific research, the book analyzes real-world problems using actual data to deepen readers' understanding of theory. The author combines bootstrap methods with traditional inferential processes, incorporates Monte Carlo methods, and provides numerous examples and exercises to clarify concepts and enhance computational skills. This book is suitable as a textbook for senior undergraduate and junior graduate students in statistics, mathematics, other STEM fields, as well as social sciences and economics, and can also serve as a reference for professionals in related fields.