Journal of the Korean Statistical Society

The Korean Statistical Society (한국통계학회)
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Detecting Influential Observations on the Smoothing Parameter in Nonparametric Regression

  • Kim, Choong-Rak (Department of Statistics, Pusan National University, Pusan 609-735) ;
  • Jeon, Jong-Woo (Department of Statistics, Seoul National University, Seoul 151-742)
  • Published : 1995.12.01
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Abstract

We present formula for detecting influential observations on the smoothing parameter in smoothing spline. Further, we express them as functions of basic building blocks such as residuals and leverage, and compare it with the local influence approach by Thomas (1991). An example based on a real data set is given.

Keywords

References

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