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09/05/2023
Multivariate Matérn Models – A Spectral Approach
The classical Matérn model has been a staple in spatial statistics. Nove...
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08/14/2023
Autocalibration of the E3SM version 2 atmosphere model using a PCA-based surrogate for spatial fields
Global Climate Model (GCM) tuning (calibration) is a tedious and time-co...
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08/11/2023
Detecting changepoints in globally-indexed functional time series
In environmental and climate data, there is often an interest in determi...
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11/23/2022
Elastic Functional Changepoint Detection
Detecting changepoints in functional data has become an important proble...
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11/08/2022
A multivariate functional-data mixture model for spatio-temporal data: inference and cokriging
In this paper, we introduce a model for multivariate, spatio-temporal fu...
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09/30/2022
A probabilistic model of ocean floats under ice
The Argo project deploys thousands of floats throughout the world's ocea...
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06/09/2020