Multiple Imputation in Survival Data Analysis

We discuss the use of multiple imputation in survival data analysis. Survival data are often subject to censoring. We describe the analogy between missing data and censored data. For the latter, notions of censoring mechanisms can be similar to missingness mechanisms. One possible application of multiple imputation is to impute censored event times. We present two imputation approaches: one is bas…