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Adaptive Gaussian Predictive Process Models for Large Spatial Datasets

Large point referenced datasets occur frequently in the environmental and natural sciences. Use of Bayesian hierarchical spatial models for analyzing these datasets is undermined by onerous computational burdens associated with parameter estimation. Low-rank spatial process models attempt to resolve...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Guhaniyogi, Rajarshi, Finley, Andrew O., Banerjee, Sudipto, Gelfand, Alan E.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2011
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3268014/
https://ncbi.nlm.nih.gov/pubmed/22298952
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/env.1131
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