Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
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A Study on the Selection of Variogram Using Spatial Correlation

  • Shin, Key-Il (Department of Statistics, Hankuk University of Foreign Studies) ;
  • Back, Ki-Jung (Department of Statistics, Hankuk University of Foreign Studies) ;
  • Park, Jin-Mo (Department of Statistics, Hankuk University of Foreign Studies)
  • Published : 2003.12.01
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Abstract

A difficulty in spatial data analysis is to choose a suitable theoretical variogram. Generally mean squares error(MSE) is used as a criterion of selection. However researchers encounter the case that the values of MSE are almost the same whereas the estimates of parameters are different. In this case, the selection criterion based on MSE should take into account the parameter estimates. In this paper we study on the method of selecting a variogram using spatial correlation.

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References

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