A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples
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Note: DOI: 10.1257/pandp.20191109
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- Raj Chetty & John N. Friedman, 2019. "A Practical Method to Reduce Privacy Loss when Disclosing Statistics Based on Small Samples," NBER Working Papers 25626, National Bureau of Economic Research, Inc.
References listed on IDEAS
- Joshua D. Angrist & Parag A. Pathak & Christopher R. Walters, 2013.
"Explaining Charter School Effectiveness,"
American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 1-27, October.
- Joshua D. Angrist & Parag A. Pathak & Christopher R. Walters, 2011. "Explaining Charter School Effectiveness," NBER Working Papers 17332, National Bureau of Economic Research, Inc.
- Angrist, Joshua & Pathak, Parag A. & Walters, Christopher R., 2012. "Explaining Charter School Effectiveness," IZA Discussion Papers 6525, Institute of Labor Economics (IZA).
- John M. Abowd & Ian M. Schmutte, 2015. "Economic Analysis and Statistical Disclosure Limitation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 221-293.
- John M. Abowd & Ian M. Schmutte, 2019.
"An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices,"
American Economic Review, American Economic Association, vol. 109(1), pages 171-202, January.
- John M. Abowd & Ian M. Schmutte, 2018. "An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices," Working Papers 18-35, Center for Economic Studies, U.S. Census Bureau.
- John M. Abowd & Ian M. Schmutte, 2015. "Economic Analysis and Statistical Disclosure Limitation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 221-293.
- Raj Chetty & John N. Friedman & Nathaniel Hendren & Maggie R. Jones & Sonya R. Porter, 2018.
"The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility,"
NBER Working Papers
25147, National Bureau of Economic Research, Inc.
- Raj Chetty & John N. Friedman & Nathaniel Hendren & Maggie R. Jones & Sonya R. Porter, 2018. "The Opportunity Atlas: Mapping the Childhood Roots of Social Mobility," Working Papers 18-42, Center for Economic Studies, U.S. Census Bureau.
- J. Trent Alexander & Michael Davern & Betsey Stevenson, 2010.
"Inaccurate age and sex data in the Census PUMS files: Evidence and Implications,"
NBER Working Papers
15703, National Bureau of Economic Research, Inc.
- J. Trent Alexander & Michael Davern & Betsey Stevenson, 2010. "Inaccurate age and sex data in the Census PUMS files: evidence and implications," Working Paper Series 2010-03, Federal Reserve Bank of San Francisco.
- J. Trent Alexander & Michael Davern & Betsey Stevenson, 2010. "Inaccurate Age and Sex Data in the Census PUMS Files: Evidence and Implications," CESifo Working Paper Series 2929, CESifo.
- Wasserman, Larry & Zhou, Shuheng, 2010. "A Statistical Framework for Differential Privacy," Journal of the American Statistical Association, American Statistical Association, vol. 105(489), pages 375-389.
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Cited by:
- Atheendar S Venkataramani & Rourke O’Brien & Gregory L Whitehorn & Alexander C Tsai, 2020. "Economic influences on population health in the United States: Toward policymaking driven by data and evidence," PLOS Medicine, Public Library of Science, vol. 17(9), pages 1-17, September.
- Michler, Jeffrey D. & Josephson, Anna & Kilic, Talip & Murray, Siobhan, 2022.
"Privacy protection, measurement error, and the integration of remote sensing and socioeconomic survey data,"
Journal of Development Economics, Elsevier, vol. 158(C).
- Jeffrey D. Michler & Anna Josephson & Talip Kilic & Siobhan Murray, 2022. "Privacy Protection, Measurement Error, and the Integration of Remote Sensing and Socioeconomic Survey Data," Papers 2202.05220, arXiv.org.
- Ian M. Schmutte & Nathan Yoder, 2022. "Information Design for Differential Privacy," Papers 2202.05452, arXiv.org, revised Jul 2024.
- Ron S. Jarmin & John M. Abowd & Robert Ashmead & Ryan Cumings-Menon & Nathan Goldschlag & Michael B. Hawes & Sallie Ann Keller & Daniel Kifer & Philip Leclerc & Jerome P. Reiter & Rolando A. RodrÃgue, 2023.
"An in-depth examination of requirements for disclosure risk assessment,"
Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 120(43), pages 2220558120-, October.
- Ron S. Jarmin & John M. Abowd & Robert Ashmead & Ryan Cumings-Menon & Nathan Goldschlag & Michael B. Hawes & Sallie Ann Keller & Daniel Kifer & Philip Leclerc & Jerome P. Reiter & Rolando A. Rodr'igue, 2023. "An In-Depth Examination of Requirements for Disclosure Risk Assessment," Papers 2310.09398, arXiv.org.
- Ron S. Jarmin & John M. Abowd & Robert Ashmead & Ryan Cumings-Menon & Nathan Goldschlag & Michael B. Hawes & Sallie Ann Keller & Daniel Kifer & Philip Leclerc & Jerome P. Reiter & Rolando A. Rodr�guez, 2023. "An In-Depth Examination of Requirements for Disclosure Risk Assessment," Working Papers 23-49, Center for Economic Studies, U.S. Census Bureau.
- Vilhuber, Lars, 2023.
"Reproducibility and transparency versus privacy and confidentiality: Reflections from a data editor,"
Journal of Econometrics, Elsevier, vol. 235(2), pages 2285-2294.
- Lars Vilhuber, 2023. "Reproducibility and Transparency versus Privacy and Confidentiality: Reflections from a Data Editor," Papers 2305.14478, arXiv.org.
- Craig Wesley Carpenter & Anders Van Sandt & Scott Loveridge, 2022. "Measurement error in US regional economic data," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 57-80, January.
- Braathen, Christian & Thorsen, Inge & Ubøe, Jan, 2022. "Adjusting for Cell Suppression in Commuting Trip Data," Discussion Papers 2022/13, Norwegian School of Economics, Department of Business and Management Science.
- Dionissi Aliprantis & Hal Martin, 2020. "Neighborhood Sorting Obscures Neighborhood Effects in the Opportunity Atlas," Working Papers 20-37, Federal Reserve Bank of Cleveland.
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JEL classification:
- C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
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