Journal of Data Science

Abstract: This paper describes a test of two alternative sets of ratio edit and imputation procedures, both using the U.S. Census Bureau’s generalized editing/imputation subsystem (“Plain Vanilla”) on 1997 Economic Census data. We compare the quality of edited and im puted data — at both the macro and micro levels — from both sets of procedures and discuss how our quantitative methods allowed us to recommend changes to current procedures.