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Multipollutant measurement error in air pollution epidemiology studies arising from predicting exposures with penalized regression splines

Air pollution epidemiology studies are trending towards a multi-pollutant approach. In these studies, exposures at subject locations are unobserved and must be predicted using observed exposures at misaligned monitoring locations. This induces measurement error, which can bias the estimated health e...

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Bibliografiske detaljer
Udgivet i:J R Stat Soc Ser C Appl Stat
Main Authors: Bergen, Silas, Sheppard, Lianne, Kaufman, Joel D., Szpiro, Adam A.
Format: Artigo
Sprog:Inglês
Udgivet: 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5076926/
https://ncbi.nlm.nih.gov/pubmed/27789915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssc.12144
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