Regression analysis by example. /
Samprit Chatterjee, Ali S. Hadi
- 5th ed.
- New York: John Wiley, 2012
- xv, 393 p.: ill.;
- Wiley series in probability and statistics .
Includes index.
Contents: Introduction -- Simple linear regression -- Multiple linear regression -- Regression diagnostics -- Qualitative variables as predictors -- Transformation of variables -- Weighted least squares -- The problem of correlated errors -- Analysis of collinear data -- Working with collinear data --Variable selection procedures -- Logistic regression -- Fruther topics -- Appendix: Statistical tables --