GIFI NONLINEAR MULTIVARIATE ANALYSIS PDF

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 alternating 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. A brief account of stability issues and areas of applications of the techniques is also given. Source Statist.

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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 alternating 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.

A brief account of stability issues and areas of applications of the techniques is also given. Skip to main content. Email Facebook Twitter. Abstract The Gifi system of analyzing categorical data through nonlinear varieties of classical multivariate analysis techniques is reviewed. Thumbnails Document Outline Attachments. Highlight all Match case. Whole words. Toggle Sidebar. Zoom Out. More Information Less Information. Enter the password to open this PDF file:.

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Nonlinear Multivariate Analysis

Skip to search form Skip to main content You are currently offline. Some features of the site may not work correctly. 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 alternating 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. Save to Library. Create Alert.

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The Gifi System for Nonlinear Multivariate Analysis

You are currently using the site but have requested a page in the site. Would you like to change to the site? Albert Gifi. Table of contents Conventions and Controversies in Multivariate Analysis. Coding of Categorical Data. Homogeneity Analysis.

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