Research Catalog

Applied regression analysis

Title
Applied regression analysis / Norman R. Draper, Harry Smith.
Author
Draper, Norman Richard.
Publication
New York : Wiley, [1998], ©1998.

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Details

Additional Authors
Smith, Harry, 1923-2012.
Description
xvii, 706 pages : illustrations; 26 cm +
Series Statement
Wiley series in probability and statistics. Texts and references section
Uniform Title
Wiley series in probability and statistics. Texts and references section.
Subject
Regression analysis
Note
  • "A Wiley-Interscience publication."
Bibliography (note)
  • Includes bibliographical references and indexes.
System Details (note)
  • System requirements for accompanying computer disk: Windows 3.1.
Contents
  • 0. Basic Prerequisite Knowledge -- 1. Fitting a Straight Line by Least Squares -- 2. Checking the Straight Line Fit -- 3. Fitting Straight Lines: Special Topics -- 4. Regression in Matrix Terms: Straight Line Case -- 5. The General Regression Situation -- 6. Extra Sums of Squares and Tests for Several Parameters Being Zero -- 7. Serial Correlation in the Residuals and the Durbin-Watson Test -- 8. More on Checking Fitted Models -- 9. Multiple Regression: Special Topics -- 10. Bias in Regression Estimates, and Expected Values of Mean Squares and Sums of Squares -- 11. On Worthwhile Regressions, Big F's, and R[superscript 2] -- 12. Models Containing Functions of the Predictors, Including Polynomial Models -- 13. Transformation of the Response Variable -- 14. "Dummy" Variables -- 15. Selecting the "Best" Regression Equation -- 16. Ill-Conditioning in Regression Data -- 17. Ridge Regression -- 18. Generalized Linear Models (GLIM) --
  • 19. Mixture Ingredients as Predictor Variables -- 20. The Geometry of Least Squares -- 21. More Geometry of Least Squares -- 22. Orthogonal Polynomials and Summary Data -- 23. Multiple Regression Applied to Analysis of Variance Problems -- 24. An Introduction to Nonlinear Estimation -- 25. Robust Regression -- 26. Resampling Procedures (Bootstrapping).
ISBN
0471170828 (acid-free paper)
LCCN
97017969
OCLC
ocm37141097
Owning Institutions
Columbia University Libraries