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Doubly robust multiple imputation using kernel-based techniques
We consider the problem of estimating the marginal mean of an incompletely observed variable and develop a multiple imputation approach. Using fully observed predictors, we first establish two working models: one predicts the missing outcome variable, and the other predicts the probability of missin...
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| Publicado no: | Biom J |
|---|---|
| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5167998/ https://ncbi.nlm.nih.gov/pubmed/26647734 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.201400256 |
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