Applied linear regression /

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Bibliographic Details
Main Author: Weisberg, Sanford, 1947-
Format: Book
Language:English
Published: New York : Wiley, ©1980.
Series:Wiley series in probability and mathematical statistics.
Subjects:
Table of Contents:
  • 1. Simple linear regression
  • 2. Multiple regression
  • 3. Drawing conclusions
  • 4. Weighted lease squares, testing for lack of fit, general F-tests, and confidence ellipsoids
  • 5. Case analysis I: residuals and influence
  • 6. Case analysis II: symptoms and remedies
  • 7. Model building I: defining new variables
  • 8. Model building II: collinearity and variable selection
  • 9. Prediction
  • 10. Incomplete data
  • 11. Nonleast squares estimation.