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A MULTI-RESOLUTION MODEL FOR NON-GAUSSIAN RANDOM FIELDS ON A SPHERE WITH APPLICATION TO IONOSPHERIC ELECTROSTATIC POTENTIALS

Gaussian random fields have been one of the most popular tools for analyzing spatial data. However, many geophysical and environmental processes often display non-Gaussian characteristics. In this paper, we propose a new class of spatial models for non-Gaussian random fields on a sphere based on a m...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: Fan, Minjie, Paul, Debashis, Lee, Thomas C. M., Matsuo, Tomoko
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6827713/
https://ncbi.nlm.nih.gov/pubmed/31687059
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/17-AOAS1104
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