Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Wiley,
Date of Publication, Distribution, etc.
2001
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xvi, 641 pages :
Other Physical Details
illustrations ;
Dimensions
25 cm
SERIES
Series Title
Wiley series in probability and mathematical statistics. Applied probability and statistics,
ISSN of Series
0271-6356
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index
CONTENTS NOTE
Text of Note
1. Introduction -- 2. Simple Linear Regression -- 3. Multiple Linear Regression -- 4. Model Adequacy Checking -- 5. Transformations and Weighting to Correct Model Inadequacies -- 6. Diagnostics for Leverage and Influence -- 7. Polynomial Regression Models -- 8. Indicator Variables -- 9. Variable Selection and Model Building -- 10. Multicollinearity -- 11. Robust Regression -- 12. Introduction to Nonlinear Regression -- 13. Generalized Linear Models -- 14. Other Topics in the Use of Regression Analysis -- 15. Validation of Regression Models