10.17889/E111898
Mittag, Nikolas
Replication data for: Correcting for Misreporting of Government Benefits
ICPSR Inter-university Consortium for Political and Social Research
2019
10.1257/pol.20160618
10.1257/pol.20160618
V0
Data linkage studies often document, but do not remedy, severe survey errors. To improve survey estimates despite restricted linked data access, this paper develops a convenient and general estimation method that combines public use data with conditional distribution parameters estimated from linked data. Analyses using linked SNAP data show that this method sharply improves estimates and consistently outperforms corrections that mainly rely on survey data. Yet, some univariate corrections perform well when linked data do not exist. For SNAP, extrapolating from linked data across time and geography still improves upon estimates using survey data only, even after survey-based corrections.