Applied Linear RegressionPraise for the Third Edition "...this is an excellent book which could easily be used as a course text..." The Fourth Edition of Applied Linear Regression provides a thorough update of the basic theory and methodology of linear regression modeling. Demonstrating the practical applications of linear regression analysis techniques, the Fourth Edition uses interesting, real-world exercises and examples. Stressing central concepts such as model building, understanding parameters, assessing fit and reliability, and drawing conclusions, the new edition illustrates how to develop estimation, confidence, and testing procedures primarily through the use of least squares regression. While maintaining the accessible appeal of each previous edition,Applied Linear Regression, Fourth Edition features:
Applied Linear Regression, Fourth Edition is an excellent textbook for upper-undergraduate and graduate-level students, as well as an appropriate reference guide for practitioners and applied statisticians in engineering, business administration, economics, and the social sciences. |
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Contents
Copyright page | |
Multiple Regression | |
Interpretation of MainEffects | |
Complex Regressors | |
Testing | |
Variances | |
4 | |
Transformations | |
Variable Selection | |
Nonlinear Regression | |
Binomial and Poisson Regression | |
Appendix | |
A Brief Introduction to Matrices and Vectors | |
Author Index | |
Regression Diagnostics | |