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Acknowledgments. Chapter 1. Introduction. Chapter 2. Regression. Chapter 3. Analysis of Variance for Balanced Data. Chapter 4. Analyzing Data with Random Effects. Chapter 5. Unbalanced Data Analysis: Basic Methods. Chapter 6. Understanding Linear Models Concepts. Chapter 7. Analysis of Covariance. Chapter 8. Repeated-Measures Analysis. Chapter 9. Multivariate Linear Models. Chapter 10. Generalized Linear Models. Chapter 11. Examples of Special Applications. References. Index.