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Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research

In comparative effectiveness research, we are often interested in the estimation of an average causal effect from large observational data (the main study). Often this data does not measure all the necessary confounders. In many occasions, an extensive set of additional covariates is measured for a...

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Bibliografiske detaljer
Udgivet i:Biostatistics
Main Authors: Antonelli, Joseph, Zigler, Corwin, Dominici, Francesca
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5862356/
https://ncbi.nlm.nih.gov/pubmed/28334230
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxx003
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