Multiple Imputation for Disclosure Limitation: Future Research Challenges
Multiple Imputation for Disclosure Limitation: Future Research Challenges
Statistical agencies that disseminate data to the public are ethically and often legally required to protect the confidentiality of respondents’ identities and sensitive attributes. To satisfy these requirements, Rubin (1993), Little (1993), and Fienberg (1994) proposed that agencies utilize multiple imputation. For example, agencies can release the units originally surveyed …