A stacked approach for chained equations multiple imputation incorporating the substantive model

Lauren Beesley, Jeremy M G Taylor

Multiple imputation by chained equations (MICE) has emerged as a popular approach for handling missing data. A central challenge for applying MICE is determining how to incorporate…