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Afifi, A. A.

Practical multivariate analysis / A. A. Afifi, Susanne May, Robin A. Donatello, and Virginia Clark - 6th Edition. - New York : CRC Prees, 2020. - xv, 418 pages : 26 cm. PB - Texts in statistical science .


Part I: Preparation for Analysis. What is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Visualization. Data Screening and Transformations. Data Visualization. Selecting Appropriate Analyses. Part II: Regression Analysis. Simple Regression and Correlation. Multiple Regression and Correlation. Variable Selection in Regression. Special Regression Topics. Discriminat analysis. Logistic Regression. Regression Analysis with Survival Data. Principal Components Analysis. Factor Analysis. Cluster Analysis. Log-Linear Analysis. Correlated Outcomes Regression.


ISBN: 9781032088471

Subjects--Topical Terms:
Analyse multivariee
Multivariate analysis

Dewey Class. No.: 519.535 / AFI