A new multiple imputation method for bounded missing values

摘要

A proportioned residual draw method is introduced to impute bounded missing values. It is shown that this new regression-based imputation method is least biased and robust for heavy-tailed and skewed error distributions, regardless of number of boundaries and missing mechanisms. (C) 2015 Elsevier B.V. All rights reserved.