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- W2356550073 abstract "Robust variogram is the basic guarantee of the effective spatial prediction using kriging methods.The existing variogram estimators behave poorly in practice.Some are not robust against the outliers in data;others are complex in algorithm in order to achieve robustness or hard to be used widely.The authors propose a simple variogram estimator based on median filtering method,by taking into account correlation of neighborhood lags to improve its robustness against outliers.The robustness properties between the existing estimators and the proposed one are compared and analyzed.Experiments are carried out with data existing different types of outliers.The results show that the proposed variogram estimator is not only highly robust against outliers,but also easy to be used generally." @default.
- W2356550073 created "2016-06-24" @default.
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- W2356550073 date "2009-01-01" @default.
- W2356550073 modified "2023-09-26" @default.
- W2356550073 title "On a Robust Variogram Estimator" @default.
- W2356550073 hasPublicationYear "2009" @default.
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