Practical multivariate analysis

by Afifi, A. A., (Abdelmonem A.)

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Title Statements

Full title :Practical multivariate analysis / Abdelmonem Afifi, Susanne May, Robin A. Donatello, Virginia A. Clark.

Edition Statements

Publication Date:2020
Edition:Sixth edition

Publication Statements

Publisher(s):CRC Press, Taylor & Francis Group
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:2020

The Physical Object

Description:xv, 418 pages : : illustrations ; : 27 cm.

Edition Identifiers

ISBN:9781138702226, 1138702226
oclc:on1124794794
LC Classification:QA278
Dewey Decimal:519.5/35

What is multivariate analysis? -- Characterizing data for analysis -- Preparing for data analysis -- Data Visualization -- Data screening and transformations -- Selecting appropriate analyses -- Simple regression and correlation -- Multiple regression and correlation -- Variable selection in regression -- Special regression topics -- 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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