{"id":27010,"date":"2022-06-28T02:09:05","date_gmt":"2022-06-28T00:09:05","guid":{"rendered":"https:\/\/cio.umh.es\/?p=27010"},"modified":"2024-04-14T12:46:25","modified_gmt":"2024-04-14T10:46:25","slug":"esteban-m-d-hobza-t-morales-d-perez-a-2023-small-area-estimation-of-proportion-based-indicators-in-balakrishnan-n-gil-m-a-martin-n-morales-d-pardo-m-d-c-eds-trends-in-m","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2022\/06\/28\/esteban-m-d-hobza-t-morales-d-perez-a-2023-small-area-estimation-of-proportion-based-indicators-in-balakrishnan-n-gil-m-a-martin-n-morales-d-pardo-m-d-c-eds-trends-in-m\/","title":{"rendered":"Esteban, M.D., Hobza, T., Morales, D., P\u00e9rez, A. (2023). Small Area Estimation of Proportion-Based Indicators. In: Balakrishnan, N., Gil, M.\u00c1., Mart\u00edn, N., Morales, D., Pardo, M.d.C. (eds) Trends in Mathematical, Information and Data Sciences. Studies in Systems, Decision and Control, vol 445. Springer, Cham."},"content":{"rendered":"<p><strong>Mar\u00eda Dolores Esteban (Miguel Hern\u00e1ndez University of Elche), Tom\u00e1\u0161 Hobza (Czech Technical University in Prague), Domingo Morales (Miguel Hern\u00e1ndez University of Elche) and Agust\u00edn P\u00e9rez (Miguel Hern\u00e1ndez University of Elche)<\/strong><\/p>\n<p><strong>Abstract:<\/strong><\/p>\n<p>This paper considers a unit-level multinomial model with logit link for small area estimation of proportion-based socioeconomic indicators. For a labour force survey, some of these indicators are totals of unemployed people, proportions of inactive people, unemployment rates or entropy indexes. A Broyden quasi-Newton algorithm is proposed to calculate the method-of-moment and maximum likelihood estimators of the model parameters. Model-based predictors of small area indicators are derived and their mean squared errors are estimated by parametric bootstrap.<\/p>","protected":false},"excerpt":{"rendered":"<p>Mar\u00eda Dolores Esteban (Miguel Hern\u00e1ndez University of Elche), Tom\u00e1\u0161 Hobza (Czech Technical University in Prague), Domingo Morales (Miguel Hern\u00e1ndez University of Elche) and Agust\u00edn P\u00e9rez (Miguel Hern\u00e1ndez University of Elche)<br \/>\nAbstract:<br \/>\nThis paper considers a unit-level multinomial model with logit link for small area estimation of proportion-based socioeconomic indicators. For a labour force survey, some of these [&#8230;]<\/p>","protected":false},"author":11048,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[75,7834],"tags":[374547,374806],"_links":{"self":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/27010"}],"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\/11048"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=27010"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/27010\/revisions"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=27010"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=27010"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=27010"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}