Dissecting Chilean surveys: The case of missing outcomes

Simple item page
dc.contributor.authorSan Martin, Ernesto
dc.contributor.authorAlarcon-Bustamante, Eduardo
dc.date.accessioned2025-01-20T21:07:39Z
dc.date.available2025-01-20T21:07:39Z
dc.date.issued2022
dc.description.abstractIn this paper, the strengths and weaknesses of two Chilean political polls and the National Socioeconomic Characterisation Survey are analyzed from a statistical modelling point of view. The rationale of the analytical strategy is based on a distinction between identified parameters and parameters of interest. This is equivalent to make a distinction between what we can learn from the data provided by a survey and what we want to learn from those data. Using partial identification techniques, each survey is analyzed at different levels according to specific subpopulations. Based on these analyses, we emphasize not only the way in which the results should be reported, but also the necessity to make explicit the uncertainty induced by the non-response rates at the survey report.
dc.fuente.origenWOS
dc.identifier.doi10.32372/ChJS.13-01-02
dc.identifier.eissn0718-7920
dc.identifier.issn0718-7912
dc.identifier.urihttps://doi.org/10.32372/ChJS.13-01-02
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/93428
dc.identifier.wosidWOS:000795104400003
dc.issue.numero1
dc.language.isoen
dc.pagina.final46
dc.pagina.inicio17
dc.revistaChilean journal of statistics
dc.rightsacceso restringido
dc.subjectIgnorability condition
dc.subjectMissing data
dc.subjectNon-response
dc.subjectPartial identifiability
dc.subjectQuantile function
dc.subject.ods03 Good Health and Well-being
dc.subject.odspa03 Salud y bienestar
dc.titleDissecting Chilean surveys: The case of missing outcomes
dc.typeartículo
dc.volumen13
sipa.indexWOS
sipa.trazabilidadWOS;2025-01-12
Files
Collections
Artículos de revistas