Articles with "outlier resistance" as a keyword



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Generalized statistics: Applications to data inverse problems with outlier-resistance

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Published in 2022 at "PLOS ONE"

DOI: 10.1371/journal.pone.0282578

Abstract: The conventional approach to data-driven inversion framework is based on Gaussian statistics that presents serious difficulties, especially in the presence of outliers in the measurements. In this work, we present maximum likelihood estimators associated with… read more here.

Keywords: inverse problems; statistics applications; inverse; generalized statistics ... See more keywords