01141nam a22001697a 4500008004100000020001800041050001400059100002300073245009300096250001200189260003400201300002900235500001900264505064700283700001800930700002300948141111b        xxu||||| |||| 00| 0 eng d  a9781439816806  aQA278.A33  aAfifi, Abdelmonem.  aPractical multivariate analysis. /cAbdelmonem Afifi, Susanne May and Virginia A. Clark.  a5th ed.  aLondon:bC.R.C. Press,c2012.  axix, 517p.:bill;c24cm.  aIncludes index  aPreparation 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.  aMay, Susanne.  aClark, Virginia A.