Regression Analysis [With CDROM] (Hardcover, 2)

1. The Analysis of Means: A Review of Basics and an
Introduction to Linear Models
2. Simple Linear Regression:Linear Regression with
One Independent Variable
3. Multiple Regression
4. Problems with Observations
5. Multicollinearity
6. Problems with the Model
7. Curve Fitting
8. Introduction to Nonlinear Models
9. Indicator Variables
10. Categorical Response Variables
11. Generalized Linear Models
Appendix A: Statistical Tables
Appendix B: A Brief Introduction to Matrices
Appendix C: Estimation Procedures
References