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Quantitative Methods for Quality and Productivity Improvement
Authors:Annabeth Propst
Affiliation:Process Management International
Abstract:A new kriging predictor is proposed that gives a better performance over the existing predictor when the constant mean assumption in the kriging model is unreasonable. Moreover, it seems to be robust to the misspecifications in the correlation parameters. The advantages of the new predictor are demonstrated using some examples from the computer experiment literature.
Keywords:Computer experiment  Geostatistics  Interpolation  Prediction  Spatial statistics
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