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01/07/2021
Modeling massive multivariate spatial data with the basis graphical lasso
We propose a new modeling framework for highly multivariate spatial proc...
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11/19/2020
Stochastic Tropical Cyclone Precipitation Field Generation
Tropical cyclones are important drivers of coastal flooding which have s...
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06/11/2020
Nonrigid registration using Gaussian processes and local likelihood estimation
Surface registration, the task of aligning several multidimensional poin...
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02/19/2019
Penalized basis models for very large spatial datasets
Many modern spatial models express the stochastic variation component as...
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11/17/2017