Nonparametric statistics (CD-ROM)

Author: Wang Xing
Publisher:
Publish Date: 2005-01-11
Features: This book is suitable for undergraduate students in their third and fourth years or above, as well as relevant researchers in fields such as statistics, economics, management, and biology, to learn nonparametric statistics. It can also serve as a reference book for statistical research or data analysis. The prerequisite for this book is only a basic understanding of elementary statistics. Readers who are slightly unfamiliar with statistical foundations can refer to the relevant content in Chapter 2 for supplementary learning. The content of the book can be completed within a semester with 54 class hours, and it is recommended to allocate approximately 10 hours for concentrated hands-on computer practice. The book is equipped with a rich set of exercises, including theoretical derivations, method applications, and programming tasks. We hope that students will master nonparametric statistical methods through sufficient practice with these exercises and will select appropriate environments to correctly apply these methods. To facilitate learning, slides have been prepared for this book, which include some example data from the book and teaching outlines for each chapter.