Illustrating the impact of covariate selection when imputing complex survey items

摘要

Imputation is the statistical process of filling in missing values with educated guesses to produce a complete data set Among the objectives of imputation is the preservation of multivariate structure What is the impact of common naive imputation approaches when compared to that of a more sophisticated approach.