TY - BOOK AU - Afifi,A.A. AU - May,Susanne AU - Donatello,Robin A. AU - Clark,Virginia TI - Practical multivariate analysis T2 - Chapman & Hall/CRC texts in statistical science series SN - 9781138702226 AV - QA278 .A33 2020 U1 - 519.5/35 23 PY - 2020///] CY - Boca Raton, FL PB - CRC Press KW - Multivariate analysis KW - Data processing N1 - Includes bibliographical references and index; 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 ER -