Regression analysis by example /

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Bibliographic Details
Author / Creator:Chatterjee, Samprit, 1938-
Edition:2nd ed.
Imprint:New York : Wiley, c1991.
Description:xvii, 278 p. : ill. ; 24 cm.
Language:English
Series:Wiley series in probability and mathematical statistics. Applied probability and statistics
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/1265921
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Other authors / contributors:Price, Bertram, 1939-
ISBN:0471884790
Notes:"A Wiley-Interscience publication."
Includes bibliographical references and index.
Table of Contents:
  • Preface
  • 1. Introduction
  • 2. Simple Linear regression
  • 3. Multiple Linear Regression
  • 4. Regression Diagnostics: Detection of Model Violations
  • 5. Qualitative Variables as Predictors
  • 6. Transformation of Variables
  • 7. Weighted Least Squar45es
  • 8. The Problem of Correlated Errors
  • 9. Analysis of Collinear Data
  • 10. Biased Estimation of Regression Coefficients
  • 11. Variable Selection Procedures
  • 12. Logistic Regression
  • 13. Further Topics
  • Appendix A. Statistical Tables
  • References
  • Index