{"id":26464,"date":"2022-12-12T10:44:18","date_gmt":"2022-12-12T09:44:18","guid":{"rendered":"https:\/\/cio.umh.es\/?p=26464"},"modified":"2022-12-12T10:44:18","modified_gmt":"2022-12-12T09:44:18","slug":"esteban-m-d-lombardia-m-j-lopez-vizcaino-e-morales-d-perez-a-2022-empirical-best-prediction-of-small-area-bivariate-parameters-scandinavian-journal-of-statistics-49-41","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2022\/12\/12\/esteban-m-d-lombardia-m-j-lopez-vizcaino-e-morales-d-perez-a-2022-empirical-best-prediction-of-small-area-bivariate-parameters-scandinavian-journal-of-statistics-49-41\/","title":{"rendered":"Esteban, M.D., Lombard\u00eda, M.J., L\u00f3pez-Vizca\u00edno, E., Morales, D., P\u00e9rez, A. (2022) &quot;Empirical best prediction of small area bivariate parameters&quot;, Scandinavian Journal of Statistics, 49 (4):1699\u20131727"},"content":{"rendered":"<p class=\"AuthorHeader-module__syvlN margin-size-4-t\" style=\"text-align: justify\"><strong>Mar\u00eda Dolores Esteban, Domingo Morales, Agust\u00edn P\u00e9rez (Center of Operations Research, Miguel Hern\u00e1ndez University of Elche) Mar\u00eda Jos\u00e9 Lombard\u00eda (Research Center CITIC, Universidade da Coru\u00f1a) and Esther L\u00f3pez-Vizca\u00edno (Instituto Galego de Estat\u00edstica)<\/strong><\/p>\n<p class=\"AuthorHeader-module__syvlN margin-size-4-t\" style=\"text-align: justify\"><strong>Abstract: <\/strong>This paper introduces empirical best predictors of small area bivariate parameters, like ratios of sums or sums of ratios, by assuming that the target unit-level vector follows a bivariate nested error regression model. The corresponding means squared errors are estimated by parametric bootstrap. Several simulation experiments empirically study the behavior of the introduced statistical methodology. An application to real data from the Spanish household budget survey gives estimators of ratios of food household expenditures by provinces.<\/p>","protected":false},"excerpt":{"rendered":"<p>Mar\u00eda Dolores Esteban, Domingo Morales, Agust\u00edn P\u00e9rez (Center of Operations Research, Miguel Hern\u00e1ndez University of Elche) Mar\u00eda Jos\u00e9 Lombard\u00eda (Research Center CITIC, Universidade da Coru\u00f1a) and Esther L\u00f3pez-Vizca\u00edno (Instituto Galego de Estat\u00edstica)<br \/>\nAbstract: This paper introduces empirical best predictors of small area bivariate parameters, like ratios of sums or sums of ratios, by assuming that the [&#8230;]<\/p>","protected":false},"author":5675,"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\/26464"}],"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\/5675"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=26464"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/26464\/revisions"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=26464"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=26464"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=26464"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}