1. Introduction to Linear Models -- 2. The Distribution of Linear and Quadratic Forms -- 3. Estimation and Inference in Simple Linear Models -- 4. Simultaneous Inference: Tests and Confidence Intervals -- 5. Regression on Functions of One Variable -- 6. Transforming the Data and Miscellaneous Topics -- 7. Regression on Functions of Several Variables -- 8. Collinearity in Multiple Linear Regression -- 9. Influential Observations in Multiple Linear Regression -- 10. Polynomial Models and Models with Qualitative Predictors -- 11. Related Topics -- 12. Fixed Effects Models: I. Single-Factor Classification of Means -- 13. Fixed Effects Models: II. Two-Way Cross-Classification -- 14. Fixed Effects Models: III. Nested Factors and General Structure -- 15. Mixed Effects Models: I. The AOV with Balanced Data -- 16. Mixed Effects Models: II. The AVE Method -- 17. Mixed Effects Models: III. Unbalanced Data -- Appendix A Mathematical Facts -- Appendix B Statistical Facts
Appendix C Statistical Tables -- Appendix D Data for Examples and Exercises
Analysis
Statistical analysis
Notes
"A Wiley-Interscience publication."
Bibliography
Includes bibliographical references (pages 713-726) and index
