Models Using Nonparametric Transformations of X and Y

  • Frank E. HarrellJr.
Part of the Springer Series in Statistics book series (SSS)


Fitting multiple regression models by the method of least squares is one of the most commonly used methods in statistics. There are a number of challenges to the use of least squares, even when it is only used for estimation and not inference, including the following.


Generalize Additive Model Confidence Band Constant Spread Alternate Conditional Expectation Untransformed Scale 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer Science+Business Media New York 2001

Authors and Affiliations

  • Frank E. HarrellJr.
    • 1
  1. 1.Department of BiostatisticsVanderbilt University School of MedicineNashvilleUSA

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