Using the Fractional Imputation Methodology to Evaluate Variance due to hot Deck Imputation in Survey Data

Abstract

This article examines empirically the effect on the variance estimate due to the use of hot deck imputation with a nearest neighbor donor in comparison with the pairwise fractional hot deck imputation methodology in the 1999 Survey of Doctorate Recipients.