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NONSEPARABLE DYNAMIC NEAREST NEIGHBOR GAUSSIAN PROCESS MODELS FOR LARGE SPATIO-TEMPORAL DATA WITH AN APPLICATION TO PARTICULATE MATTER ANALYSIS

Particulate matter (PM) is a class of malicious environmental pollutants known to be detrimental to human health. Regulatory efforts aimed at curbing PM levels in different countries often require high resolution space–time maps that can identify red-flag regions exceeding statutory concentration li...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: DATTA, ABHIRUP, BANERJEE, SUDIPTO, FINLEY, ANDREW O., HAMM, NICHOLAS A. S., SCHAAP, MARTIJN
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5898455/
https://ncbi.nlm.nih.gov/pubmed/29657659
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-AOAS931
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