This new version of the bestselling Computer-Aided Multivariate Analysis has been appropriately renamed to better characterize the nature of the book. Taking into account novel multivariate analyses as well as new options for many standard methods, Practical Multivariate Analysis, Fifth Edition shows readers how to perform multivariate statistical
PREPARATION FOR ANALYSIS: What Is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Screening and Transformations. Selecting Appropriate Analyses. 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. Appendix. References. Index.