Applied Regression Analysis: A Research Tool (Hardcover, 2, 1998. Corr. 2nd)

From the contents: Review of Simple Regression - Introduction to Matrices - Multiple Regression in Matrix Notation - Analysis of Variance and Quadratic Forms - Case Study: Five Independent Variables - Geometry of Least Squares - Model Development: Variable Selection - Polynomial Regression - Class Variables in Regression - Problem Areas in Least Squares - Regression Diagnostics - Transformation of Variables - Collinearity - Case Study: Collinearity Problems - Models Nonlinear in the Parameters - Case Study: Response Curve Modeling - Analysis of Unbalanced Data - Mixed Effects Models - Case Study: Analysis of Unbalanced Data - Appendix Tables - References - Author Index - Subject Index