Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparison

Zhenhua Wang, Olanrewaju Akande, Jason Poulos +1

Multiple imputation (MI) is a popular approach for dealing with missing data arising from non-response in sample surveys. Multiple imputation by chained equations (MICE) is one of…