Ebook: Multidimensional nonlinear descriptive analysis
Author: Shizuhiko Nishisato
- Genre: Computers // Cybernetics: Artificial Intelligence
- Tags: Информатика и вычислительная техника, Искусственный интеллект, Интеллектуальный анализ данных
- Year: 2007
- Publisher: Chapman & Hall/CRC
- City: Boca Raton, FL
- Edition: 1
- Language: English
- pdf
This reference not only provides an overview of multidimensional nonlinear descriptive analysis (MUNDA) of discrete data, it also offers new results in a variety of fields. The first part of the book covers conceptual and technical preliminaries needed to understand the data analysis in subsequent chapters. The next two parts contain applications of MUNDA to diverse data types, with each chapter devoted to one type of categorical data, a brief historical comment, and basic skills peculiar to the data types. The final part examines several problems and then concludes with suggestions for future progress.
Covering both the early and later years of MUNDA research in the social sciences, psychology, ecology, biology, and statistics, this book provides a framework for potential developments in even more areas of study.