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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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Bibliografiske detaljer
Main Authors: Sampson, Paul D., Richards, Mark, Szpiro, Adam A., Bergen, Silas, Sheppard, Lianne, Larson, Timothy V., Kaufman, Joel D.
Format: Artigo
Sprog:Inglês
Udgivet: 2013
Fag:
Online adgang: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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