Nonlinear Multivariate Analysis

ISBN-13: 9780471926207 / Angielski / Twarda / 1991 / 600 str.

A. Gifi; Albert Gifi;Gifi

Opis

This is a programmatic statement of Gifi's general philosophy and the way in which it is implemented on the digital computer. It is a non-standard treatment of multivariate data analysis, with the emphasis on plotting observations and variables in low dimensional Euclidean space. Less emphasis than usual is given to regression and analysis of variance.

Spis treści

Conventions and Controversies in Multivariate Analysis.

Coding of Categorical Data.

Homogeneity Analysis.

Nonlinear Principal Components Analysis.

Nonlinear Generalized Canonical Analysis.

Nonlinear Canonical Correlation Analysis.

Asymmetric Treatment of Sets: Some Special Cases, Some Future Programs.

Multidimensional Scaling and Correspondence Analysis.

Models as Gauges for the Analysis of Binary Data.

Reflections on Restrictions.

Nonlinear Multivariate Analysis: Principles and Possibilities.

The Study of Stability.

The Proof of the Pudding.

Appendices.

References.

Author Index.

Subject Index.