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dc.contributor.authorRueda García, María Del Mar 
dc.contributor.authorArcos Cebrián, Antonio 
dc.contributor.authorMolina, David
dc.contributor.authorRanalli, Maria Giovanna
dc.date.accessioned2021-05-14T11:11:25Z
dc.date.available2021-05-14T11:11:25Z
dc.date.issued2017-06-02
dc.identifier.citationRueda, M. M., Arcos, A., Molina, D., and Ranalli, M. G. (2018) Estimation Techniques for Ordinal Data in Multiple Frame Surveys with Complex Sampling Designs. International Statistical Review, 86: 51– 67. doi: 10.1111/insr.12218.es_ES
dc.identifier.urihttp://hdl.handle.net/10481/68531
dc.description.abstractSurveys usually include questions where individuals must select one in a series of possible options that can be sorted. On the other hand, multiple frame surveys are becoming a widely used method to decrease bias due to undercoverage of the target population. In this work, we propose statistical techniques for handling ordinal data coming from a multiple frame survey using complex sampling designs and auxiliary information. Our aim is to estimate proportions when the variable of interest has ordinal outcomes. Two estimators are constructed following model‐assisted generalised regression and model calibration techniques. Theoretical properties are investigated for these estimators. Simulation studies with different sampling procedures are considered to evaluate the performance of the proposed estimators in finite size samples. An application to a real survey on opinions towards immigration is also included.es_ES
dc.description.sponsorshipMinisterio de Economía y Competitividades_ES
dc.description.sponsorshipConsejería de Economía, Innovación, Ciencia y Empleoes_ES
dc.description.sponsorshipPRIN-SURWEYes_ES
dc.language.isoenges_ES
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subjectcomplex surveyses_ES
dc.subjectgeneralized regression estimationes_ES
dc.subjectmodel assisted inferencees_ES
dc.subjectmodel calibrationes_ES
dc.subjectmultiple frameses_ES
dc.titleEstimation techniques for ordinal data in multiple frame surveys with complex sampling designses_ES
dc.typejournal articlees_ES
dc.relation.projectIDMTM2015-63609-Res_ES
dc.relation.projectIDFPU17/02177es_ES
dc.relation.projectID2012F42NS8es_ES
dc.rights.accessRightsopen accesses_ES
dc.identifier.doihttps://doi.org/10.1111/insr.12218
dc.type.hasVersionSMURes_ES


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