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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...
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Synthetic microdata - data retaining the structure of original microdata while replacing original values with modeled … values for the sake of privacy - presents an opportunity to increase access to useful microdata for data users while meeting …
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The demand of scientists for confidential micro data from official sources has created discussion of how to anonymize these data in such a way that they can be given to the scientific community. We report results from a German project which exploits various options of anonymization for producing...
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