arXiv 1 Mar 2023 · Statistics — Applications
arXiv:2303.00845 · PDF · DOI · OpenAlex · Extracted main text
This chapter examines the motivations and imperatives for modernizing how statistical agencies approach statistical disclosure limitation for official data product releases. It discusses the implications for agencies' broader data governance and decision-making, and it identifies challenges that agencies will likely face along the way. In conclusion, the chapter proposes some principles and best practices that we believe can help guide agencies in navigating the transformation of their confidentiality programs.
appendix boundary found by none_found · 100% of the source is main text. Read the extracted text to check this.
The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | Irit Dinur and Kobbi Nissim (2003) Revealing information while preserving privacy | 1.000 | 5 | 3 | 100% |
| 2 | Committee on Professional Ethics of the American Statistical Associa… (2022) Ethical Guidelines for Statistical Practice | 0.644 | 2 | 2 | 100% |
| 3 | Ivan P. Fellegi (1972) On the question of statistical confidentiality | 0.644 | 2 | 2 | 100% |
| 4 | John M. Abowd and Ian M. Schmutte (2015) Economic analysis and statistical disclosure limitation self | 0.511 | 2 | 1 | 100% |
| 5 | George T. Duncan, Mark Elliot, and Juan-José Salazar-González (2011) Statistical Confidentiality: Principles and Practice | 0.405 | 1 | 1 | 100% |
| 6 | Federal Committee on Statistical Policy (1978) Statistical Policy Working Paper 2: Report on Statistical Disclosure and Disclosure-Avoidance Techniques | 0.405 | 1 | 1 | 100% |
| 7 | Internal Revenue Service (2021) Publication 1075: Tax Information Security Guidelines For Federal, State and Local Agencies; Safeguards for Protecting Federal T… | 0.405 | 1 | 1 | 100% |
| 8 | Organisation for Economic Co-operation and Development (OECD) (2002) Fundamental Principles of Official Statistics | 0.405 | 1 | 1 | 100% |
| 9 | Leon Willenborg and Ton de Waal (2000) Elements of statistical disclosure control | 0.405 | 1 | 1 | 100% |
| 10 | John M. Abowd and Michael B. Hawes (2023) Confidentiality protection in the 2020 US Census of Population and Housing self | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 23 scored citations.