Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation study.

These findings suggest the validity and feasibility of imputation within DRNs in the presence of missing covariate data in time-to-event analysis under various settings. The performance of the four imputation algorithms varies with the effect sizes and level of missingness.