Transforming the Data

  1. Ronald R. Hocking

Published Online: 28 JAN 2005

DOI: 10.1002/0471434159.ch3

Methods and Applications of Linear Models: Regression and the Analysis of Variance

Methods and Applications of Linear Models: Regression and the Analysis of Variance

How to Cite

Hocking, R. R. (2003) Transforming the Data, in Methods and Applications of Linear Models: Regression and the Analysis of Variance, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471434159.ch3

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 24 MAR 2003

ISBN Information

Print ISBN: 9780471232223

Online ISBN: 9780471434153

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Keywords:

  • weighted least squares;
  • Box-Cox transformation;
  • Atkinson's approximate method

Summary

This chapter includes the following topics:

  • Need for Transformations

  • Weighted Least Squares

  • Variance Stabilizing Transformations

  • Transformations to Achieve a Linear Model

  • Analysis of the Transformed Model

  • Transformations with Forbes Data