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Frauke Kreuter

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Beyond Prediction Performance: How Modeling Decisions Shape Fairness Outcomes in Statistical...Bridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026)2026-01-12
German administrative labor market records (2% sample) predict long‑term unemployment across about 700,000 episodes, with regression and machine‑learning…
Talk on
Analyzing Administrative Data with Privacy Protection in PlacePrivacy and the Science of Data Analysis 20192019-04-08
Administrative wage and employment records (nearly complete since 1972) require heavy episode-splitting and cross-source linkage (linkage handled by ~10 staff)…
Talk on
PANEL: Where Are Statistical Agencies Going?Data Privacy: From Foundations to Applications (Simons Institute workshop, 2019)2019-03-04
Panel reports that traditional suppression and record‑swapping are revealed as vulnerable to reconstruction, prompting adoption of formal methods: Census…
Panel on
The Social Survey Statistician's PerspectiveData Privacy: Foundations and Applications Boot Camp2019-01-28
Surveys used by federal statisticians show concrete limits for DP: randomized response fails at scale because respondents misunderstand and default to denying…
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