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Noisy Measurements Are Important, the Design of Census Products Is Much More Important
May 2, 2024, 4:11 a.m. | John M. Abowd
cs.CR updates on arXiv.org arxiv.org
Abstract: McCartan et al. (2023) call for "making differential privacy work for census data users." This commentary explains why the 2020 Census Noisy Measurement Files (NMFs) are not the best focus for that plea. The August 2021 letter from 62 prominent researchers asking for production of the direct output of the differential privacy system deployed for the 2020 Census signaled the engagement of the scholarly community in the design of decennial census data products. NMFs, the …
arxiv asking august call census commentary cs.cr data design differential privacy files focus important letter making measurement noisy privacy products researchers stat.ap work
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