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Limit Kriging

Summary: [This abstract is based on the author's abstract.]A new kriging predictor is proposed that performs better than the existing predictor when the constant mean assumption in the kriging model is unreasonable. Additionally, the new predictor appears to be robust to misspecifications in the correlation parameters. Examples from the computer experiment literature illustrate advantages of the new predictor.

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  • Topics:
  • Keywords: Computers,Geostatistics,Kriging,Prediction,Interpolation
  • Author: Joseph, V. Roshan
  • Journal: Technometrics