Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device
This paper suggests a stratified Kuk model to estimate the proportion of sensitive attributes of a population composed by a number of strata; this is undertaken by applying stratified sampling to the adjusted Kuk model. The paper estimates sensitive parameters when the size of the stratum is known...
- Autores:
-
Kim, Jong-Min
Lee, Gi-Sung
Hong, Ki-Hak
Son, Chang-Kyoon
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2017
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/66503
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/66503
http://bdigital.unal.edu.co/67531/
- Palabra clave:
- 51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Randomized response model
Kuk’s model
Sensitive attribute
Stratified sampling
Stratified double sampling
modelo Kuk ajustado
modelo de respuesta aleatorizada
atributos sensibles
muestreo doble estratificado
muestreo estratificado
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Kim, Jong-Min04cad6a4-1e4f-45aa-ae95-292af013851d300Lee, Gi-Sung900bfca7-a7cb-441b-bd6e-88d68ce0fc05300Hong, Ki-Hak46f58c0d-b4a6-4969-b37a-f6b33bb50ca4300Son, Chang-Kyoon1c341f07-81ac-4781-a1f9-e526f1ae9e393002019-07-03T02:15:25Z2019-07-03T02:15:25Z2017-01-01ISSN: 2389-8976https://repositorio.unal.edu.co/handle/unal/66503http://bdigital.unal.edu.co/67531/This paper suggests a stratified Kuk model to estimate the proportion of sensitive attributes of a population composed by a number of strata; this is undertaken by applying stratified sampling to the adjusted Kuk model. The paper estimates sensitive parameters when the size of the stratum is known by taking proportional and optimal allocation methods into account and then extends to the case of an unknown stratum size, estimating sensitive parameters by applying stratified double sampling and checking the two allocation methods. Finally, the paper compares the efficiency of the proposed model to that of the Su, Sedory and Singh model and the adjusted Kuk model in terms of the estimator variance.Este trabajo propone un modelo Kuk estratificado para estimar la proporción de atributos sensibles de una población compuesta por varios estratos mediante la aplicación de un muestreo estratificado al modelo Kuk ajustado. El trabajo estima parámetros sensibles en el caso en que el tamaño del estrato es conocido mediante la adopción de métodos de asignación proporcionales y óptimos, y se extiende al caso de un tamaño de estrato desconocido, estimando parámetros sensibles mediante la aplicación de un doble muestreo estratificado y la comprobación de los dos métodos de asignación. Por último, el trabajo compara la eficiencia del modelo propuesto a la del modelo de Su, Sedory y Singh y el modelo Kuk ajustado en términos de la varianza del estimador.application/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadísticahttps://revistas.unal.edu.co/index.php/estad/article/view/53459Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de EstadísticaRevista Colombiana de EstadísticaKim, Jong-Min and Lee, Gi-Sung and Hong, Ki-Hak and Son, Chang-Kyoon (2017) Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device. Revista Colombiana de Estadística, 40 (1). pp. 29-44. ISSN 2389-897651 Matemáticas / Mathematics31 Colecciones de estadística general / StatisticsRandomized response modelKuk’s modelSensitive attributeStratified samplingStratified double samplingmodelo Kuk ajustadomodelo de respuesta aleatorizadaatributos sensiblesmuestreo doble estratificadomuestreo estratificadoEstimation of Sensitive Attributes Using a Stratified Kuk Randomization DeviceArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL53459-314858-1-PB.pdfapplication/pdf746485https://repositorio.unal.edu.co/bitstream/unal/66503/1/53459-314858-1-PB.pdf2fefd2d55bc02d168696cbb72542e4d8MD51THUMBNAIL53459-314858-1-PB.pdf.jpg53459-314858-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg5472https://repositorio.unal.edu.co/bitstream/unal/66503/2/53459-314858-1-PB.pdf.jpg7a0de1b6fdb2b2006534dd67748a2a2fMD52unal/66503oai:repositorio.unal.edu.co:unal/665032024-05-16 23:09:34.755Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
dc.title.spa.fl_str_mv |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
title |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
spellingShingle |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device 51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Randomized response model Kuk’s model Sensitive attribute Stratified sampling Stratified double sampling modelo Kuk ajustado modelo de respuesta aleatorizada atributos sensibles muestreo doble estratificado muestreo estratificado |
title_short |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
title_full |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
title_fullStr |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
title_full_unstemmed |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
title_sort |
Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device |
dc.creator.fl_str_mv |
Kim, Jong-Min Lee, Gi-Sung Hong, Ki-Hak Son, Chang-Kyoon |
dc.contributor.author.spa.fl_str_mv |
Kim, Jong-Min Lee, Gi-Sung Hong, Ki-Hak Son, Chang-Kyoon |
dc.subject.ddc.spa.fl_str_mv |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics |
topic |
51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Randomized response model Kuk’s model Sensitive attribute Stratified sampling Stratified double sampling modelo Kuk ajustado modelo de respuesta aleatorizada atributos sensibles muestreo doble estratificado muestreo estratificado |
dc.subject.proposal.spa.fl_str_mv |
Randomized response model Kuk’s model Sensitive attribute Stratified sampling Stratified double sampling modelo Kuk ajustado modelo de respuesta aleatorizada atributos sensibles muestreo doble estratificado muestreo estratificado |
description |
This paper suggests a stratified Kuk model to estimate the proportion of sensitive attributes of a population composed by a number of strata; this is undertaken by applying stratified sampling to the adjusted Kuk model. The paper estimates sensitive parameters when the size of the stratum is known by taking proportional and optimal allocation methods into account and then extends to the case of an unknown stratum size, estimating sensitive parameters by applying stratified double sampling and checking the two allocation methods. Finally, the paper compares the efficiency of the proposed model to that of the Su, Sedory and Singh model and the adjusted Kuk model in terms of the estimator variance. |
publishDate |
2017 |
dc.date.issued.spa.fl_str_mv |
2017-01-01 |
dc.date.accessioned.spa.fl_str_mv |
2019-07-03T02:15:25Z |
dc.date.available.spa.fl_str_mv |
2019-07-03T02:15:25Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.coarversion.spa.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.content.spa.fl_str_mv |
Text |
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http://purl.org/redcol/resource_type/ART |
format |
http://purl.org/coar/resource_type/c_6501 |
status_str |
publishedVersion |
dc.identifier.issn.spa.fl_str_mv |
ISSN: 2389-8976 |
dc.identifier.uri.none.fl_str_mv |
https://repositorio.unal.edu.co/handle/unal/66503 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/67531/ |
identifier_str_mv |
ISSN: 2389-8976 |
url |
https://repositorio.unal.edu.co/handle/unal/66503 http://bdigital.unal.edu.co/67531/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
https://revistas.unal.edu.co/index.php/estad/article/view/53459 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de Estadística Revista Colombiana de Estadística |
dc.relation.references.spa.fl_str_mv |
Kim, Jong-Min and Lee, Gi-Sung and Hong, Ki-Hak and Son, Chang-Kyoon (2017) Estimation of Sensitive Attributes Using a Stratified Kuk Randomization Device. Revista Colombiana de Estadística, 40 (1). pp. 29-44. ISSN 2389-8976 |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
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application/pdf |
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Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadística |
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Universidad Nacional de Colombia |
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