Practical multivariate analysis. / Abdelmonem Afifi, Susanne May and Virginia A. Clark.
Material type:
TextPublication details: London: C.R.C. Press, 2012.Edition: 5th edDescription: xix, 517p.: ill; 24cmISBN: - 9781439816806
- QA278.A33
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WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA - MAIN LIBRARY | WISCONSIN INTERNATIONAL UNIVERSITY COLLEGE, GHANA - MAIN LIBRARY | QA278.A33 (Browse shelf(Opens below)) | 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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