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 }.
|Published (Last):||24 September 2004|
|PDF File Size:||7.53 Mb|
|ePub File Size:||15.69 Mb|
|Price:||Free* [*Free Regsitration Required]|
Coding of Categorical Data. Asymmetric Treatment of Sets: Multidimensional Scaling and Correspondence Analysis.
Publications of A. Gifi
Emphasis is placed on graphical display and nonlinear transformation of variables is used to obtain simple displays. Among techniques covered are correspondence analysis, principal components analysis, canonical multibariate analysis and various ordination techniques. Instructional exposition textbooks, tutorial papers, etc. The Proof of the Pudding. The system is characterized by the optimal scaling of categorical variables which is implemented through alternating least squares algorithms.
Nonlinear Gifk Analysis Albert Gifi. 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. Optimal Learning Warren B.
The alternating least squares algorithm is used as a general model and treated in detail for the most important special cases. A brief account of stability issues and areas of applications of the techniques is also given.
Other books in this series. The search for school climate: Dates First available in Project Euclid: Nonlinear Canonical Correlation Analysis.
Review of Educational Research 52 An Introduction to Multivariate Analy sis Techniques, 2nd ed. References  Anderson, C. More by Jan de Leeuw Search this author in: You do not have multuvariate to this content.
Nonlinear Multivariate Analysis
Multivadiate covers methods of studying the stability of these techniques, including resampling by the bootstrap and jackknife and discusses sensitivity analysis through first-order approximations.
Applied Logistic Regression David W. Permanent link to this document https: You have access to this content. The Gifi giifi of analyzing categorical data through nonlinear varieties of classical multivariate analysis techniques is reviewed. Nonlinear Generalized Canonical Analysis. More by George Michailidis Search this author in: Looking for beautiful books? Dispatched from the UK in 3 business days When will my order arrive?
Keywords Optimal scaling alternating least squares multivariate techniques loss functions stability. Methods of Multivariate Analysis Alvin C. Models as Gauges for the Analysis of Binary Data. Several examples are used to illustrate the methods.