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Generalized statistics: Applications to data inverse problems with outlier-resistance
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 generalized Gaussian distributions in th...
Autores principales: | dos Santos Lima, Gustavo Z., de Lima, João V. T., de Araújo, João M., Corso, Gilberto, da Silva, Sérgio Luiz E. F. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10062568/ https://www.ncbi.nlm.nih.gov/pubmed/36996060 http://dx.doi.org/10.1371/journal.pone.0282578 |
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