{"id":15466,"date":"2020-01-14T09:51:53","date_gmt":"2020-01-14T09:51:53","guid":{"rendered":"http:\/\/cio.edu.umh.es\/?p=15466"},"modified":"2021-07-22T09:50:15","modified_gmt":"2021-07-22T07:50:15","slug":"small-area-estimation-of-proportions-under-area-level-compositional-mixed-models-2019-test","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2020\/01\/14\/small-area-estimation-of-proportions-under-area-level-compositional-mixed-models-2019-test\/","title":{"rendered":"Small area estimation of proportions under area-level compositional mixed models (2019), TEST."},"content":{"rendered":"<p>[:es]<strong>Mar\u00eda Dolores Esteban<\/strong>(<em>University Miguel Hern\u00e1ndez of Elche<\/em>),\u00a0<strong> Mar\u00eda Jos\u00e9 Lombard\u00eda\u00a0<\/strong>(<em>University of A Coru\u00f1a<\/em>), <strong> Esther L\u00f3pez-Vizca\u00edno\u00a0<\/strong>(<em> Galician Institute of Statistics<\/em>), \u00a0<strong> Domingo Morales\u00a0<\/strong>(<em>University Miguel Hern\u00e1ndez of Elche<\/em>) and <strong>Agust\u00edn P\u00e9rez\u00a0<\/strong>(<em>University Miguel Hern\u00e1ndez of Elche<\/em>).<br \/>\n<strong>Abstract.\u00a0<\/strong>This paper introduces area-level compositional mixed models by applying transformations to a multivariate Fay\u2013Herriot model. Small area estimators of the proportions of the categories of a classification variable are derived from the new model, and the corresponding mean squared errors are estimated by parametric bootstrap. Several simulation experiments designed to analyse the behaviour of the introduced estimators are carried out. An application to real data from the Spanish Labour Force Survey of Galicia (north-west of Spain), in the first quarter of 2017, is given. The target is the estimation of domain proportions of people in the four categories of the variable labour status: under 16 years, employed, unemployed and inactive.<br \/>\n<strong>Keywords.\u00a0<\/strong>\u00a0Labour Force Survey; Area-level models; Compositional data; Bootstrap; Labour status,[:]<\/p>","protected":false},"excerpt":{"rendered":"<p>[:es]Mar\u00eda Dolores Esteban(University Miguel Hern\u00e1ndez of Elche),\u00a0 Mar\u00eda Jos\u00e9 Lombard\u00eda\u00a0(University of A Coru\u00f1a),  Esther L\u00f3pez-Vizca\u00edno\u00a0( Galician Institute of Statistics), \u00a0 Domingo Morales\u00a0(University Miguel Hern\u00e1ndez of Elche) and Agust\u00edn P\u00e9rez\u00a0(University Miguel Hern\u00e1ndez of Elche).<br \/>\nAbstract.\u00a0This paper introduces area-level compositional mixed models by applying transformations to a multivariate Fay\u2013Herriot model. Small area estimators of the proportions of [&#8230;]<\/p>","protected":false},"author":6202,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[369888],"tags":[],"_links":{"self":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/15466"}],"collection":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/users\/6202"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=15466"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/15466\/revisions"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=15466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=15466"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=15466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}