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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...

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Detaylı Bibliyografya
Asıl Yazarlar: Guhaniyogi, Rajarshi, Finley, Andrew O., Banerjee, Sudipto, Gelfand, Alan E.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2011
Konular:
Online Erişim: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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