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Cover image for Practical multivariate analysis
Title:
Practical multivariate analysis
Author:
Afifi, A. A. (Abdelmonem A.), 1939-
ISBN:
9781439816806
Edition:
5th ed.
Publication Information:
Boca Raton : Taylor & Francis, ©2012.
Physical Description:
xix, 517 pages : illustrations ; 25 cm.
Series:
Texts in statistical science
General Note:
Revised edition of: Computer-aided multivariate analysis. 4th ed. c2004.
Contents:
Preparation for analysis -- What is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data screening and transformations -- Selecting appropriate analyses -- 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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Book 7.2/15/40112 QA278 A33 2012
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