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Practical multivariate analysis / A. A. Afifi, Susanne May, Robin A. Donatello, and Virginia Clark

By: Contributor(s): Material type: TextTextLanguage: English Series: Texts in statistical sciencePublication details: New York : CRC Prees, 2020.Edition: 6th EditionDescription: xv, 418 pages : 26 cm. PBISBN:
  • 9781032088471
Subject(s): DDC classification:
  • 519.535 AFI
Contents:
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.
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Book Book Ranganathan Library Mathematics and Statistics 519.535 AFI (Browse shelf(Opens below)) Available 050104


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.

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