500 citations · 559 across the 13 of their papers we have counts for
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stat.ME2012★ 500 cited
Multiple imputation of covariates by fully conditional specification: accommodating the substantive model
Jonathan W. Bartlett, Shaun R. Seaman, Ian R. White +1
Missing covariate data commonly occur in epidemiological and clinical research, and are often dealt with using multiple imputation (MI). Imputation of partially observed covariates…
stat.ME2012
Maximum likelihood multiple imputation: Faster imputations and consistent standard errors without posterior draws
Paul T. von Hippel, Jonathan Bartlett
Multiple imputation (MI) is a method for repairing and analyzing data with missing values. MI replaces missing values with a sample of random values drawn from an imputation model.…