Format:
1 Online-Ressource (xvii, 706 pages)
,
illustrations
Edition:
3rd ed
Edition:
[Place of publication not identified] HathiTrust Digital Library 2011 Electronic reproduction
ISBN:
0585321949
,
1118625595
,
1118625625
,
1322094780
,
9781118625590
,
9781118625620
,
9781322094786
,
9780585321943
Series Statement:
Wiley series in probability and statistics. Texts and references section
Content:
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).
Note:
Includes bibliographical references and indexes
,
Use copy Restrictions unspecified star MiAaHDL
,
Electronic reproduction
,
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Additional Edition:
0471170828
Additional Edition:
Erscheint auch als Druck-Ausgabe Draper, Norman Richard Applied regression analysis New York : Wiley, ©1998
Language:
English
Subjects:
Economics
,
Mathematics
DOI:
10.1002/9781118625590
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781118625590
URL:
http://purl.oclc.org/DLF/benchrepro0212
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