Allen Yates

Multivariate Exploratory Data Analysis

A Perspective on Exploratory Factor Analysis

• Broschiertes Buch

Produktbeschreibung

In an exciting return to the roots of factor analysis, Allen Yates reviews its early history to clarify original objectives created by its discoverers and early developers. He then shows how computers can be used to accomplish the goals established by these early visionaries, while taking into account modern developments in the field of statistics that legitimize exploratory data analysis as a technique of discovery. The book presents a unique perspective on all phases of exploratory factor analysis. In doing so, the popular objectives of the method are literally turned upside down both at the stage where the model is being fitted to data and in the subsequent stage of simple structure transformation for meaningful interpretation. What results is a fully integrated approach to exploratory analysis of associations among observed variables, revealing underlying structure in a totally new and much more invariant manner than ever before possible.

Produktdetails

• Verlag: State University of New York Press
• Seitenzahl: 354
• Erscheinungstermin: 7. April 1988
• Englisch
• Abmessung: 229mm x 152mm x 25mm
• Gewicht: 535g
• ISBN-13: 9780887065392
• ISBN-10: 0887065392
• Artikelnr.: 54146898

Autorenporträt

Dr. Yates is Senior Project Director at The Psychological Corporation.