Articles with "extremes modeling" as a keyword



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Distributed Inference for Spatial Extremes Modeling in High Dimensions

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Published in 2022 at "Journal of the American Statistical Association"

DOI: 10.1080/01621459.2023.2186886

Abstract: Extreme environmental events frequently exhibit spatial and temporal dependence. These data are often modeled using max stable processes (MSPs). MSPs are computationally prohibitive to fit for as few as a dozen observations, with supposed computationally-efficient… read more here.

Keywords: spatial extremes; distributed inference; extremes modeling; inference spatial ... See more keywords