{"id":27486,"date":"2003-12-12T00:00:00","date_gmt":"2003-12-12T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/aportaciones-a-la-inferencia-no-parametrica-en-modelos-aditivos-generalizados-y-extensiones-aplicaciones-en-medioambientes-y-salud\/"},"modified":"2003-12-12T00:00:00","modified_gmt":"2003-12-12T00:00:00","slug":"aportaciones-a-la-inferencia-no-parametrica-en-modelos-aditivos-generalizados-y-extensiones-aplicaciones-en-medioambientes-y-salud","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/santiago-de-compostela\/aportaciones-a-la-inferencia-no-parametrica-en-modelos-aditivos-generalizados-y-extensiones-aplicaciones-en-medioambientes-y-salud\/","title":{"rendered":"Aportaciones a la inferencia no param\u00e9trica en modelos aditivos generalizados y extensiones. aplicaciones en medioambientes y salud"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Javier Roca Pardi\u00f1as <\/strong><\/h2>\n<p>Este trabajo de tesis doctoral se ha centrado en el estudio de la inferencia de los modelos aditivos generalizados (gam), y la metodolog\u00eda propuesta se ha extendido apropiadamente para tratar algunas generalizaciones interesantes de los gam. Los principales objetivos son, de forma resumida, los que siguen:  1,- desarrollo de la metodolog\u00eda que permite la incorporaci\u00f3n, en los gam, de la funci\u00f3n link desconocida y la inclusi\u00f3n de posibles interacciones entre el efecto de las covariables continuas.  2,- desarrollo de mecanismos que permitan , de forma autom\u00e1tica, la elecci\u00f3n de las ventanas de suavizaci\u00f3n utilizadas en la estimaci\u00f3n del modelo.  3,- desarrollo de t\u00e9cnicas de remuestreo bootstrap para la obtenci\u00f3n de intervalos de confianza de las estimaciones resultantes, e implementaci\u00f3n pr\u00e1ctica de los tests de interacci\u00f3n.  4,- incorporaci\u00f3n de t\u00e9cnicas de aceleraci\u00f3n computacional (binning) en nuestros algoritmos de estimaci\u00f3n: este aspecto es fundamental en la aplicaci\u00f3n pr\u00e1ctica de nuestros modelos en base de datos con tama\u00f1os muestrales elevados.  5,- validaci\u00f3n de la metodolog\u00eda propuesta en muestras de tama\u00f1o finito mediante estudios de simulaci\u00f3n.  6,- aplicaci\u00f3n a datos reales en medioambiente y salud. En este contexto, de resolvi\u00f3 estad\u00edsticamente ciertos t\u00f3picos de inter\u00e9s en el campo de la epidemiolog\u00eda (estimaci\u00f3n no param\u00e9trica de las curvas odds-ratio, ..) y del campo del medioambiente (obtenci\u00f3n de ecuaciones de predicci\u00f3n para series temporales binarias, ..).  7,- desarrollo de software que pueda ser utilizado de manera adecuada por todos aquellos profesinales de interesados en la utilizaci\u00f3n de la metodolog\u00eda propuesta.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Aportaciones a la inferencia no param\u00e9trica en modelos aditivos generalizados y extensiones. aplicaciones en medioambientes y salud<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Aportaciones a la inferencia no param\u00e9trica en modelos aditivos generalizados y extensiones. aplicaciones en medioambientes y salud <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Javier Roca Pardi\u00f1as <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Santiago de compostela<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 12\/12\/2003<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Wenceslao Gonz\u00e1lez Manteiga<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Jos\u00e9 manuel Prada sanchez <\/li>\n<li>stefan Sperlich (vocal)<\/li>\n<li>adolfo Figueiras guzman (vocal)<\/li>\n<li>Antonio Mart\u00edn andr\u00e9s (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Javier Roca Pardi\u00f1as Este trabajo de tesis doctoral se ha centrado en el estudio de la inferencia [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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