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Fully Bayesian inference under ignorable missingness in the presence of auxiliary covariates

In order to make a missing at random (MAR) or ignorability assumption realistic, auxiliary covariates are often required. However, the auxiliary covariates are not desired in the model for inference. Typical multiple imputation approaches do not assume that the imputation model marginalizes to the i...

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Bibliografiska uppgifter
Huvudupphovsmän: Daniels, M.J., Wang, C., Marcus, B.H.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2013
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4007313/
https://ncbi.nlm.nih.gov/pubmed/24571539
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12121
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