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Practical multivariate analysis. / Abdelmonem Afifi, Susanne May and Virginia A. Clark.

By: Afifi, AbdelmonemContributor(s): May, Susanne | Clark, Virginia AMaterial type: TextTextPublisher: London: C.R.C. Press, 2012Edition: 5th edDescription: xix, 517p.: ill; 24cmISBN: 9781439816806LOC classification: QA278.A33
Contents:
Preparation for analysis: What is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data screening and transformations -- Selecting appropriate analysis -- Applied regression analysis: Simple regression and correlation -- Multiple regression and correlation -- Variable selection in regression -- Special regression topics -- Multivariate analysis: Canonical correlation analysis -- Discriminant analysis -- Logistic regression -- Regression analysis with survival data -- Principal components analysis -- Factor analysis -- Cluster analysis -- Log-linear analysis -- Correlated outcomes regression.
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Item type Current location Home library Call number Copy number Status Date due Barcode
Books Books WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA - MAIN LIBRARY
WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA - MAIN LIBRARY
QA278.A33 (Browse shelf) 1 Available 7389/418/13

Includes index

Preparation for analysis: What is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data screening and transformations -- Selecting appropriate analysis -- Applied regression analysis: Simple regression and correlation -- Multiple regression and correlation -- Variable selection in regression -- Special regression topics -- Multivariate analysis: Canonical correlation analysis -- Discriminant analysis -- Logistic regression -- Regression analysis with survival data -- Principal components analysis -- Factor analysis -- Cluster analysis -- Log-linear analysis -- Correlated outcomes regression.

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