ENGLISH

Multidimensional nonlinear descriptive analysis

By Shizuhiko Nishisato

Book information

Publisher
Chapman & Hall/CRC
Year
2007
ISBN
9781584886129, 1584886129, 9781420011203
ASIN
B0014CFOOA
Open Library ID
OL8795503M
Language
english
Format
PDF
Filesize
958 kB (981046 bytes)
Edition
1
Pages
301\301
Library
Kolxo3
Scanned
yes
Time added
2009-07-20 03:45:11
Информатика и вычислительная техника;Искусственный

Description

Quantification of categorical, or non-numerical, data is a problem that scientists face across a wide range of disciplines. Exploring data analysis in various areas of research, such as the social sciences and biology, Multidimensional Nonlinear Descriptive Analysis presents methods for analyzing categorical data that are not necessarily sampled randomly from a normal population and often involve nonlinear relations. 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.

Similar books