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conference paper

Robustness in Variogram Estimation

Genton, Marc
1995
Contributed paper at the 50th session of the ISI, Beijing

In this paper we consider several estimators for the variogram: the classical estimator due to Matheron, a robust estimator proposed by Cressie & Hawkins, and two highly robust estimators introduced by Rousseeuw in the context of scale estimation. It will be shown by simulations that the robust estimators behave quite well in the case of dependent data. Several types of dependency structure are studied and the various estimators are also applied to a typical real world example

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Type
conference paper
Author(s)
Genton, Marc
Date Issued

1995

Published in
Contributed paper at the 50th session of the ISI, Beijing
Written at

EPFL

EPFL units
STAP  
Available on Infoscience
April 4, 2006
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/229133
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