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…