Handbook of regression analysis /

• Main Author: Chatterjee, Samprit, 1938-
• Other Authors: Simonoff, Jeffrey S.
• Format: eBook
• Language: English
• Published: Hoboken, New Jersey : Wiley, 2013.
• Series: Wiley handbooks in applied statistics.
• Subjects: Regression analysis > Handbooks, manuals, etc.; MATHEMATICS > Probability & Statistics > Regression Analysis.; Regression analysis.; Regressionsanalys.; Electronic books.; Handbooks and manuals.

"Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory,...

Table of Contents:

• Part I. The multiple linear regression model
• 1. Multiple linear regression
• 2. Model building
• Part II. Addressing violations of assumptions
• 3. Diagnostics for unusual observations
• 4. Transformations and linearizable models
• 5. Time series data and autocorrelation
• Part III. Categorical predictors
• 6. Analysis of variance
• 7. Analysis of covariance
• Part IV. Other regression models
• 8. Logistic regression
• 9. Multinomial regression
• 10. Count regression
• 11. Nonlinear regression.