Per citar aquest document:
The microdata analysis system at the U.S. Census Bureau
Lucero, Jason
Freiman, Michael
Singh, Lisa
You, Jiashen
DePersio, Michael
Zayatz, Laura

Data: 2011
Resum: The 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.
Drets: Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades. Creative Commons
Llengua: Anglès
Document: article ; recerca ; publishedVersion
Matèria: Statistical disclosure limitation ; Microdata analysis ; Information retrieval ; Cross-tabulations
Publicat a: SORT : statistics and operations research transactions, Vol. Special, Núm. (2011) , p. 77-98, ISSN 1696-2281

Adreça original:

22 p, 177.0 KB
 Accés restringit a la UAB

El registre apareix a les col·leccions:
Articles > Articles publicats > SORT
Articles > Articles de recerca

 Registre creat el 2012-07-26, darrera modificació el 2017-05-22

   Favorit i Compartir