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Statistical agencies face a dual mandate to publish accurate statistics while protecting respondent privacy. Increasing … privacy protection requires decreased accuracy. Recognizing this as a resource allocation problem, we propose an economic … solution: operate where the marginal cost of increasing privacy equals the marginal benefit. Our model of production, from …
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Using only 34 published tables, we reconstruct five variables (census block, sex, age, race, and ethnicity) in the confidential 2010 Census person records. Using the 38-bin age variable tabulated at the census block level, at most 20.1% of reconstructed records can differ from their confidential...
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