A regionalized national universal kriging model using Partial Least Squares regression for estimating annual PM(2.5) concentrations in epidemiology

Many cohort studies in environmental epidemiology require accurate modeling and prediction of fine scale spatial variation in ambient air quality across the U.S. This modeling requires the use of small spatial scale geographic or “land use” regression covariates and some degree of spatial smoothing....

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Bibliographic Details
Main Authors: Sampson, Paul D., Richards, Mark, Szpiro, Adam A., Bergen, Silas, Sheppard, Lianne, Larson, Timothy V., Kaufman, Joel D.
Format: Artigo
Language:Inglês
Published: 2013
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3763950/
https://ncbi.nlm.nih.gov/pubmed/24015108
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.atmosenv.2013.04.015
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