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Regression Analysis provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statis… Read more
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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
B: A Brief Introduction to Matrices
C: Estimation Procedures
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