Survival data

In this chapter, the authors consider issues arising when performing imputation with survival/time-to-event data. They begin by discussing the use of multiple imputation (MI) to handle missing covariates in time-to-event analyses. The authors describe MI approaches to imputing censored event times and follow this with a brief discussion on non-parametric or hot-deck MI. They then consider the prob…