Practical multivariate analysis. /
Afifi, Abdelmonem.
Practical multivariate analysis. / Abdelmonem Afifi, Susanne May and Virginia A. Clark. - 5th ed. - London: C.R.C. Press, 2012. - xix, 517p.: ill; 24cm.
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.
9781439816806
QA278.A33
Practical multivariate analysis. / Abdelmonem Afifi, Susanne May and Virginia A. Clark. - 5th ed. - London: C.R.C. Press, 2012. - xix, 517p.: ill; 24cm.
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.
9781439816806
QA278.A33