Table of Contents:
I PREPARATION FOR ANALYSIS
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1. What Is Multivariate Analysis?
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2. Characterizing Data for Analysis
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3. Preparing for Data Analysis
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4. Data Screening and Transformations
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5. Selecting Appropriate Analyses
II APPLIED REGRESSSION ANALYSIS
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6. Simple Regression and Correlation
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7. Multiple Regression and Correlation
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8. Variable Selection in Regression
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9. Special Regression Topics
III MULTIVARIATE ANALYSIS
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10. Canonical Correlation Analysis
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11. Discriminant Analysis
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12. Logistic Regression
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13. Regression Analysis with Survival Data
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14. Principal Components Analysis
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15. Factor Analysis
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16. Cluster Analysis
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17. Log-Linear Analysis
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18. Correlated Outcomes Regression
Appendix
References
Index
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