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dc.contributor.authorLucero, Jason
dc.contributor.authorFreiman, Michael
dc.contributor.authorSingh, Lisa
dc.contributor.authorYou, Jiashen
dc.contributor.authorDePersio, Michael
dc.contributor.authorZayatz, Laura
dc.date.accessioned2011-12-02T17:36:18Z
dc.date.available2011-12-02T17:36:18Z
dc.date.issued2011
dc.identifier.citationLucero, Jason [et al.]. The Microdata Analysis System at the U.S. Census Bureau. "SORT", Special Issue, p. 77-98.
dc.identifier.issn1696-2281
dc.identifier.urihttp://hdl.handle.net/2099/11379
dc.description.abstractThe U.S. Census Bureau has the responsibility to release high quality data products while maintaining the confidentiality promised to all respondents under Title 13 of the U.S. Code. This paper describes a Microdata Analysis System (MAS) that is currently under development, which will allow users to receive certain statistical analyses of Census Bureau data, such as crosstabulations and regressions, without ever having access to the data themselves. Such analyses must satisfy several statistical confidentiality rules; those that fail these rules will not be output to the user. In addition, the Drop q Rule, which requires removing a relatively small number of units before performing an analysis, is applied to all datasets. We describe the confidentiality rules and briefly outline an evaluation of the effectiveness of the Drop q Rule. We conclude with a description of other approaches to creating a system of this sort, and some directions for future research.
dc.format.extent22
dc.language.isoeng
dc.publisherInstitut d'Estadística de Catalunya
dc.relation.ispartofSORT. 2011, Special issue: Privacy in statistical databases
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
dc.subject.lcshMathematical statistics
dc.subject.otherStatistical disclosure limitation
dc.subject.otherMicrodata analysis
dc.subject.otherInformation retrieval
dc.subject.otherCross-tabulations
dc.titleThe Microdata Analysis System at the U.S. Census Bureau
dc.typeArticle
dc.subject.lemacEstadística matemàtica -- Aplicacions
dc.subject.lemacEstadística -- Taules
dc.description.peerreviewedPeer Reviewed
dc.subject.amsClassificació AMS::62 Statistics::62P Applications
dc.subject.amsClassificació AMS::62 Statistics::62Q05 Statistical tables
dc.rights.accessOpen Access
local.citation.authorLucero, Jason; Freiman, Michael; Singh, Lisa; You, Jiashen; DePersio, Michael; Zayatz, Laura
local.citation.otherSpecial Issue
local.citation.publicationNameSORT
local.citation.startingPage77
local.citation.endingPage98


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