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Concentrations of criteria pollutants in the contiguous U.S., 1979 – 2015: Role of prediction model parsimony in integrated empirical geographic regression
National-scale empirical models for air pollution can include hundreds of geographic variables. The impact of model parsimony (i.e., how model performance differs for a large versus small number of covariates) has not been systematically explored. We aim to (1) build annual-average integrated empiri...
Autores principales: | Kim, Sun-Young, Bechle, Matthew, Hankey, Steve, Sheppard, Lianne, Szpiro, Adam A., Marshall, Julian D. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7028280/ https://www.ncbi.nlm.nih.gov/pubmed/32069301 http://dx.doi.org/10.1371/journal.pone.0228535 |
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