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Diagnosing imputation models by applying target analyses to posterior replicates of completed data()

Multiple imputation fills in missing data with posterior predictive draws from imputation models. To assess the adequacy of imputation models, we can compare completed data with their replicates simulated under the imputation model. We apply analyses of substantive interest to both datasets and use...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Stat Med
Egile Nagusiak: He, Yulei, Zaslavsky, Alan M.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2011
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4233994/
https://ncbi.nlm.nih.gov/pubmed/22139814
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4413
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