17 citations · 19 across the 4 of their papers we have counts for
5 papers
Imputation Strategies for Rightcensored Wages in Longitudinal Datasets
Jörg Drechsler, Johannes Ludsteck
Censoring from above is a common problem with wage information as the reported wages are typically top-coded for confidentiality reasons. In administrative databases the informatio…
Non-parametric Differentially Private Confidence Intervals for the Median
Joerg Drechsler, Ira Globus-Harris, Audra McMillan +2
Differential privacy is a restriction on data processing algorithms that provides strong confidentiality guarantees for individual records in the data. However, research on proper…
Accuracy Gains from Privacy Amplification Through Sampling for Differential Privacy
Jingchen Hu, Joerg Drechsler, Hang J. Kim
Recent research in differential privacy demonstrated that (sub)sampling can amplify the level of protection. For example, for -differential privacy and simple random sampling wi…
Differential Privacy for Government Agencies -- Are We There Yet?
Joerg Drechsler
Government agencies typically need to take potential risks of disclosure into account whenever they publish statistics based on their data or give external researchers access to co…
Synthesizing geocodes to facilitate access to detailed geographical information in large scale administrative data
Joerg Drechsler, Jingchen Hu
We investigate whether generating synthetic data can be a viable strategy for providing access to detailed geocoding information for external researchers, without compromising the…