4. Fitting of Regression Models

  1. James H. Stapleton

Published Online: 27 MAY 2008

DOI: 10.1002/9780470316924.ch4

Linear Statistical Models

Linear Statistical Models

How to Cite

Stapleton, J. H. (2008) Fitting of Regression Models, in Linear Statistical Models, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470316924.ch4

Author Information

  1. Michigan State University

Publication History

  1. Published Online: 27 MAY 2008
  2. Published Print: 14 JUL 1995

ISBN Information

Print ISBN: 9780471571506

Online ISBN: 9780470316924

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Keywords:

  • regression model;
  • regression function;
  • equal variance;
  • smooth function;
  • linear function

Summary

The prelims comprise:

  • Linearizing Transformations

  • Specification Error

  • “Generalized” Least Squares

  • Effects of Additional or Fewer Observations

  • Finding the “Best” Set of Regressors

  • Examination of Residuals

  • Collinearity

  • Asymptotic Normality

  • Spline Functions

  • Nonlinear Least Squares

  • Robust Regression

  • Bootstrapping in Regression