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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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Publicado en:J Am Stat Assoc
Autores principales: Yang, Shu, Ding, Peng
Formato: Artigo
Lenguaje:Inglês
Publicado: 2019
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Acceso en línea: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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