Statistical Graphics for Survey Weights
Survey weights are used for correcting known differences between the sample and the population due to sampling design, nonresponse, undercoverage, and other factors. However, practical considerations often result in weights that are not constructed in a systematic fashion. Graphical methods can be u...
- Autores:
-
Makela, Susanna
Si, Yajuan
Gelman, Andrew
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2014
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/66556
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/66556
http://bdigital.unal.edu.co/67584/
- Palabra clave:
- 51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Diagnostics
Graphics
Sample Survey
Sampling Scheme
Diagnósticos
Encuestas por muestreo
Esquema de muestreo
Gráficas.
- 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_abf2Makela, Susanna5f4574c2-dbf4-4d28-86e3-a8b112532cdc300Si, Yajuana1acf42b-2e92-4b0e-9351-3c7f6e0d230d300Gelman, Andrewd343d04d-0682-4db8-b3bb-6225c907d32b3002019-07-03T02:21:57Z2019-07-03T02:21:57Z2014-07-01ISSN: 2389-8976https://repositorio.unal.edu.co/handle/unal/66556http://bdigital.unal.edu.co/67584/Survey weights are used for correcting known differences between the sample and the population due to sampling design, nonresponse, undercoverage, and other factors. However, practical considerations often result in weights that are not constructed in a systematic fashion. Graphical methods can be useful in understanding complex survey weights and their relations with other variables in the dataset, particularly when little to no information on the construction of the weights is available. Graphical tools can also assist in diagnostics, including detection of outliers and extreme weights. We apply our methods to the Fragile Families and Child Wellbeing Study, an ongoing longitudinal survey.Los pesos de muestreo se utilizan para corregir las diferencias conocidas entre la muestra y la población debido al diseño muestral, la falta de respuesta, subcobertura, y otros factores. Sin embargo, consideraciones prácticas a menudo resultan en pesos que no se han construido de una manera sistemática. Los métodos gráficos pueden ser útiles en la comprensión de ponderaciones complejas de la encuesta y sus relaciones con otras variables del conjunto de datos, sobre todo cuando se dispone de poca información sobre la construcción de los pesos. Las herramientas gráficas también pueden ayudar en el diagnóstico, incluyendo la detección de valores atípicos y pesos extremos. Aplicamos nuestros métodos en el estudio de Familias Frágiles y Bienestar Infantil, un estudio longitudinal en curso.application/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ciencias - Departamento de Estadísticahttps://revistas.unal.edu.co/index.php/estad/article/view/47937Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de EstadísticaRevista Colombiana de EstadísticaMakela, Susanna and Si, Yajuan and Gelman, Andrew (2014) Statistical Graphics for Survey Weights. Revista Colombiana de Estadística, 37 (2Spe). pp. 285-295. ISSN 2389-897651 Matemáticas / Mathematics31 Colecciones de estadística general / StatisticsDiagnosticsGraphicsSample SurveySampling SchemeDiagnósticosEncuestas por muestreoEsquema de muestreoGráficas.Statistical Graphics for Survey WeightsArtículo 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/ARTORIGINAL47937-235018-1-PB.pdfapplication/pdf1456598https://repositorio.unal.edu.co/bitstream/unal/66556/1/47937-235018-1-PB.pdfb06edda0e3c4bf080aa7a6801360d6ccMD51THUMBNAIL47937-235018-1-PB.pdf.jpg47937-235018-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg5336https://repositorio.unal.edu.co/bitstream/unal/66556/2/47937-235018-1-PB.pdf.jpg4751810ffcf6e8251971a27b2a5dcc2fMD52unal/66556oai:repositorio.unal.edu.co:unal/665562024-05-16 23:09:46.562Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
| dc.title.spa.fl_str_mv |
Statistical Graphics for Survey Weights |
| title |
Statistical Graphics for Survey Weights |
| spellingShingle |
Statistical Graphics for Survey Weights 51 Matemáticas / Mathematics 31 Colecciones de estadística general / Statistics Diagnostics Graphics Sample Survey Sampling Scheme Diagnósticos Encuestas por muestreo Esquema de muestreo Gráficas. |
| title_short |
Statistical Graphics for Survey Weights |
| title_full |
Statistical Graphics for Survey Weights |
| title_fullStr |
Statistical Graphics for Survey Weights |
| title_full_unstemmed |
Statistical Graphics for Survey Weights |
| title_sort |
Statistical Graphics for Survey Weights |
| dc.creator.fl_str_mv |
Makela, Susanna Si, Yajuan Gelman, Andrew |
| dc.contributor.author.spa.fl_str_mv |
Makela, Susanna Si, Yajuan Gelman, Andrew |
| 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 Diagnostics Graphics Sample Survey Sampling Scheme Diagnósticos Encuestas por muestreo Esquema de muestreo Gráficas. |
| dc.subject.proposal.spa.fl_str_mv |
Diagnostics Graphics Sample Survey Sampling Scheme Diagnósticos Encuestas por muestreo Esquema de muestreo Gráficas. |
| description |
Survey weights are used for correcting known differences between the sample and the population due to sampling design, nonresponse, undercoverage, and other factors. However, practical considerations often result in weights that are not constructed in a systematic fashion. Graphical methods can be useful in understanding complex survey weights and their relations with other variables in the dataset, particularly when little to no information on the construction of the weights is available. Graphical tools can also assist in diagnostics, including detection of outliers and extreme weights. We apply our methods to the Fragile Families and Child Wellbeing Study, an ongoing longitudinal survey. |
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2014 |
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2014-07-01 |
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2019-07-03T02:21:57Z |
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2019-07-03T02:21:57Z |
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Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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Text |
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publishedVersion |
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ISSN: 2389-8976 |
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https://repositorio.unal.edu.co/handle/unal/66556 |
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http://bdigital.unal.edu.co/67584/ |
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ISSN: 2389-8976 |
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https://repositorio.unal.edu.co/handle/unal/66556 http://bdigital.unal.edu.co/67584/ |
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spa |
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spa |
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https://revistas.unal.edu.co/index.php/estad/article/view/47937 |
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Universidad Nacional de Colombia Revistas electrónicas UN Revista Colombiana de Estadística Revista Colombiana de Estadística |
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Makela, Susanna and Si, Yajuan and Gelman, Andrew (2014) Statistical Graphics for Survey Weights. Revista Colombiana de Estadística, 37 (2Spe). pp. 285-295. ISSN 2389-8976 |
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Derechos reservados - Universidad Nacional de Colombia |
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Atribución-NoComercial 4.0 Internacional |
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http://creativecommons.org/licenses/by-nc/4.0/ |
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info:eu-repo/semantics/openAccess |
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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 |
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