Conventions and controversies in multivariate analysis; Content analysis of MVA books; Correspondence analysis of tables of content; A shortsummary and. Project. Gifi Analysis of Multivariate Data Update of Gifi, Nonlinear Multivariate Analysis, Wiley A robust approach to nonlinear multivariate analysis. Download Citation on ResearchGate | Nonlinear multivariate analysis / Albert Gifi | Incluye bibliografía e índice }.
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The Gifi system of analyzing categorical data through nonlinear varieties of classical multivariate analysis techniques is reviewed. The system is characterized by the optimal scaling of categorical variables which is implemented through multvariate least squares algorithms.
The main technique of homogeneity analysis is presented, along with its extensions and generalizations leading to nonmetric principal components analysis and canonical correlation analysis.
Several examples are used to illustrate the methods.
Looking back at the gifi system of nonlinear multivariate analysis
A brief account of stability issues and areas of applications of the techniques is also given. Permanent link to this document https: Zentralblatt MATH identifier Instructional exposition textbooks, tutorial papers, etc. None of the above, but in this section.
Keywords Optimal scaling alternating least squares multivariate techniques loss functions stability. Michailidis, George; de Leeuw, Jan. The Gifi system of descriptive multivariate analysis.
Nonlinear Multivariate Analysis by Albert Gifi
More by George Michailidis Search this author in: Google Scholar Project Euclid. More by Jan de Nonnlinear Search this author in: Abstract Article info and citation First page References Abstract The Gifi system of analyzing categorical data through nonlinear varieties of classical multivariate analysis techniques is reviewed.
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Dates First available in Project Euclid: None of the above, but in this section Keywords Optimal scaling alternating least squares multivariate techniques loss functions stability Citation Michailidis, George; de Leeuw, Jan. Download Email Please enter a valid email address. References  Anderson, C.
Albert Gifi (Author of Nonlinear Multivariate Analysis)
The search for school climate: Review of Educational Research 52 An Introduction to Multivariate Analy sis Techniques, 2nd ed. MR Digital Object Identifier: You have access to this content. You have partial access to this content. You do not have access to this content. More like this Smoothed functional principal components analysis by choice of norm Silverman, Bernard W. Smoothed functional principal components analysis by choice of norm Silverman, Bernard W.