2025. The effect of the missing rate and its mechanism on the performance of the imputation methods on different real data sets. Statistics, Optimization & Information Computing. 14, 5 (Sep. 2025), 2131–2141. DOI:https://doi.org/10.19139/soic-2310-5070-2294.