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Applied Regression Analysis / Edition 2

Applied Regression Analysis / Edition 2

by Terry E. Dielman


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Product Details

ISBN-13: 9780534265885
Publisher: Brooks/Cole
Publication date: 08/21/1995
Series: Statistics Series
Edition description: Older Edition

Table of Contents

1. Review of Simple Regression; 2. Introduction to Matrices; 3. Multiple Regression in Matrix Notation; 4. Analysis of Variance and Quadratic Forms; 5. Case Study: Five Independent Variables; 6. Geometric Interpretation of Least Squares; 7. Model Development: Variable Selection; 8. Polynomial Regression; 9. Class Variables in Regression; 10. Problem Areas in Least Squares; 11. Regression Diagnostics; 12. Transformation of Variables; 13. Collinearity; 14. Case Study: Collinearity Problems; 15. Models Nonlinear in the Parameters; 16. Case Study: Response Curve Modeling; 17. Analysis of Unbalanced Data; 18. Mixed Effects Models; 19: Case Study: Analysis of Unbalanced Data.

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