Research Catalog

Applied regression analysis and other multivariable methods

Title
Applied regression analysis and other multivariable methods / David G. Kleinbaum ... [et al.].
Publication
Pacific Grove : Duxbury Press, c1998.

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Details

Additional Authors
Kleinbaum, David G.
Description
xviii, 798 p. : ill.; 25 cm. +
Subject
  • Multivariate analysis
  • Regression analysis
  • Analysis of Variance
  • Regression Analysis
Note
  • Rev. ed. of: Applied regression analysis and other multivariable methods / David G. Kleinbaum, Lawrence L. Kupper, Keith E. Muller. 2nd ed. c1988.
  • "An Alexander Kugushev book."
Bibliography (note)
  • Includes bibliographical references and index.
System Details (note)
  • System requirements for accompanying computer disk: IBM PC or compatible; Windows.
Contents
  • 1. Concepts and Examples of Research -- 2. Classification of Variables and the Choice of Analysis -- 3. Basic Statistics: A Review -- 4. Introduction to Regression Analysis -- 5. Straight-Line Regression Analysis -- 6. The Correlation Coefficient and Straight-Line Regression Analysis -- 7. The Analysis-of-Variance Table -- 8. Multiple Regression Analysis: General Considerations -- 9. Testing Hypotheses in Multiple Regression -- 10. Correlations: Multiple, Partial, and Multiple Partial -- 11. Confounding and Interaction in Regression -- 12. Regression Diagnostics -- 13. Polynomial Regression -- 14. Dummy Variables in Regression -- 15. Analysis of Covariance and Other Methods for Adjusting Continuous Data -- 16. Selecting the Best Regression Equation -- 17. One-Way Analysis of Variance -- 18. Randomized Blocks: Special Case of Two-Way ANOVA -- 19. Two-Way ANOVA with Equal Cell Numbers -- 20. Two-Way ANOVA with Unequal Cell Numbers --
  • 21. Analysis of Repeated Measures Data -- 22. The Method of Maximum Likelihood -- 23. Logistic Regression Analysis -- 24. Poisson Regression Analysis -- App. B. Matrices and their Relationship to Regression Analysis -- App. C. Anova Information for Four Common Balanced Repeated Measures Designs.
ISBN
0534209106
LCCN
97017655
OCLC
  • 37004410
  • ocm37004410
  • SCSB-4786893
Owning Institutions
Columbia University Libraries