66 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre for Economic Policy ResearchGB2 papers
- IZA - Institute of Labor EconomicsDE2 papers
- Ludwig-Maximilians-Universität MünchenDE2 papers
- University of Maryland, College ParkUS2 papers
- University of RegensburgDE2 papers
- University of St.GallenCH2 papers
- Berlin Institute of Health at Charité - Universitätsmedizin BerlinDE1 paper
- Binghamton UniversityUS1 paper
- Centre de Recherche en Économie et StatistiqueFR1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
- Children's Hospital of Eastern OntarioCA1 paper
- Cornell UniversityUS1 paper
10 papers
A Consensus Privacy Metrics Framework for Synthetic Data
Lisa Pilgram, Fida K. Dankar, Jorg Drechsler +12
Synthetic data generation is one approach for sharing individual-level data. However, to meet legislative requirements, it is necessary to demonstrate that the individuals' privacy…
Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections
Mark Bun, Marco Gaboardi, Marcel Neunhoeffer +1
Motivated by privacy concerns in long-term longitudinal studies in medical and social science research, we study the problem of continually releasing differentially private synthet…
Labor Demand on a Tight Leash
Mario Bossler, Martin Popp
We develop a labor demand model that encompasses pre-match hiring cost arising from tight labor markets. Through the lens of the model, we study the effect of labor market tightnes…
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…
Sustainable Border Control Policy in the COVID-19 Pandemic: A Math Modeling Study
Zhen Zhu, Enzo Weber, Till Strohsal +1
Imported COVID-19 cases, if unchecked, can jeopardize the effort of domestic containment. We aim to find out what sustainable border control options for different entities (e.g., c…
Applying Data Synthesis for Longitudinal Business Data across Three Countries
M. Jahangir Alam, Benoit Dostie, Jörg Drechsler +1
Data on businesses collected by statistical agencies are challenging to protect. Many businesses have unique characteristics, and distributions of employment, sales, and profits ar…
Sorting on the Used-Car Market After the Volkswagen Emission Scandal
Anthony Strittmatter, Michael Lechner
The disclosure of the VW emission manipulation scandal caused a quasi-experimental market shock to the observable environmental quality of VW diesel vehicles. To investigate the ma…
Approximate State Space Modelling of Unobserved Fractional Components
Tobias Hartl, Roland Weigand
We propose convenient inferential methods for potentially nonstationary multivariate unobserved components models with fractional integration and cointegration. Based on finite-ord…
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…
Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
Michael Knaus, Michael Lechner, Anthony Strittmatter
We systematically investigate the effect heterogeneity of job search programmes for unemployed workers. To investigate possibly heterogeneous employment effects, we combine non-exp…