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Regression Analysis by Example

Samprit Chatterjee and Ali S. Hadi
Publisher: 
John Wiley
Publication Date: 
2006
Number of Pages: 
408
Format: 
Hardcover
Edition: 
4
Series: 
Wiley Series in Probability and Statistics
Price: 
105.00
ISBN: 
978-0471746966
Category: 
Textbook
We do not plan to review this book.

Preface.

1. Introduction.

2. Simple Linear regression.

3. Multiple Linear Regression.

4. Regression Diagnostics: Detection of Model Violations.

5. Qualitative Variables as Predictors.

6. Transformation of Variables.

7. Weighted Least Squar45es.

8. The Problem of Correlated Errors.

9. Analysis of Collinear Data.

10. Biased Estimation of Regression Coefficients.

11. Variable Selection Procedures.

12. Logistic Regression.

13. Further Topics.

Appendix A: Statistical Tables.

References.

Index.

Dummy View - NOT TO BE DELETED