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" New developments in classification and data analysis : "
Maurizio Vichi [and others], editors.
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BL
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| Record Number
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745636
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b565585
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| Main Entry
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Maurizio Vichi [and others], editors.
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| Title & Author
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New developments in classification and data analysis : : proceedings of the meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Bologna, September 22-24, 2003\ Maurizio Vichi [and others], editors.
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| Publication Statement
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Berlin : Springer, 2005
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| Series Statement
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Studies in classification, data analysis, and knowledge organization.
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| Page. NO
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(x, 369 pages) : 92 figure, 66 table
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| ISBN
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3540238093
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: 3540273735
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: 6610306184
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: 9783540238096
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: 9783540273738
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: 9786610306183
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| Contents
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Multi-Class Budget Exploratory Trees; Methods to Compare Nonparametric Classifiers and to Select the Predictors; Variable Selection in Cell Classification Problems: A Strategy Based on Independent Component Analysis; Simplifying Classification Trees Through Consensus Methods; Selecting the Training Set in Classification Problems with Rare Events; A Classification and Discrimination Integrated Strategy Conducted on Symbolic Data for Missing Data Treatment in Questionnaire Survey; A Collinearity Based Hierarchical Method to Identify Clusters of Variables.
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| Abstract
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The volume presents new developments in data analysis and classification. Particular attention is devoted to clustering, discrimination, data analysis and statistics, as well as applications in biology, finance and social sciences. The reader will find theory and algorithms on recent technical and methodological developments and many application papers showing the empirical usefulness of the newly developed solutions.
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| Subject
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Mathematical statistics -- Congresses.
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Multivariate analysis -- Congresses.
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Statistics as Topic.
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| LC Classification
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QA278.M387 2005
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| Added Entry
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Classification Group of SIS.
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Maurizio Vichi
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Società italiana di statistica.
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Università di Bologna.
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