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Evaluation of the health impacts of the 1990 Clean Air Act Amendments using causal inference and machine learning

We develop a causal inference approach to estimate the number of adverse health events that were prevented due to changes in exposure to multiple pollutants attributable to a large-scale air quality intervention/regulation, with a focus on the 1990 Clean Air Act Amendments (CAAA). We introduce a cau...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Nethery, Rachel C., Mealli, Fabrizia, Sacks, Jason D., Dominici, Francesca
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7788006/
https://ncbi.nlm.nih.gov/pubmed/33424062
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2020.1803883
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