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Combining Multiple Observational Data Sources to Estimate Causal Effects

The era of big data has witnessed an increasing availability of multiple data sources for statistical analyses. We consider estimation of causal effects combining big main data with unmeasured confounders and smaller validation data with supplementary information on these confounders. Under the unco...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Yang, Shu, Ding, Peng
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7571608/
https://ncbi.nlm.nih.gov/pubmed/33088006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2019.1609973
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