{"id":87348,"date":"2018-03-10T00:12:09","date_gmt":"2018-03-10T00:12:09","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/tecnicas-de-reduccion-de-la-dimension-en-analisis-discriminante\/"},"modified":"2018-03-10T00:12:09","modified_gmt":"2018-03-10T00:12:09","slug":"tecnicas-de-reduccion-de-la-dimension-en-analisis-discriminante","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/tecnicas-de-reduccion-de-la-dimension-en-analisis-discriminante\/","title":{"rendered":"Tecnicas de reducci\u00f3n de la dimensi\u00f3n en an\u00e1lisis discriminante"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Adolfo Hernandez Estrada <\/strong><\/h2>\n<p>El objetivo de esta memoria es el estudio del problema de reducci\u00f3n en an\u00e1lisis discriminante mediante transformaciones y el desarrollo de nuevos m\u00e9todos de reducci\u00f3n de la dimensi\u00f3n en an\u00e1lisis discriminante no pram\u00e9trico, mediante transformaciones lineales.  el cap\u00edtulo 1 presenta el problema estad\u00edstico de clasificaci\u00f3n. Se introduce el an\u00e1lisis discriminante lineal y su forma reducida, y se describe el problema de la dimensionalidad. En el cap\u00edtulo 2 se definen las transformaciones reductoras de la dimensi\u00f3n. Se propone un algoritmo efectivo de reducci\u00f3n de la dimensi\u00f3n y se particulariza al caso de transformaciones lineales. en el cap\u00edtulo 3 se aplica este algoritmo a ciertos modelos param\u00e9tricos y semiparam\u00e9tricos de inter\u00e9s, considerando transformaciones lineales, y se desarrollan las propiedades de consistencia y robustez de la regla discriminante lineal. En el cap\u00edtulo 4 se aborda la reducci\u00f3n de la dimensi\u00f3n mediante transformaciones lineales en un problema de clasificaci\u00f3n no param\u00e9trico. se introducen dos funcionales y se estudian las propiedades de sus versiones muestrales. El cap\u00edtulo termina con la aplicaci\u00f3n a varios conjuntos de datos reales y simulados. Por \u00faltimo, algunas posibles extensiones quedan recogidas en el cap\u00edtulo 5.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Tecnicas de reducci\u00f3n de la dimensi\u00f3n en an\u00e1lisis discriminante<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Tecnicas de reducci\u00f3n de la dimensi\u00f3n en an\u00e1lisis discriminante <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Adolfo Hernandez Estrada <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Carlos III de Madrid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 15\/11\/2000<\/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>Santiago Velilla Cerd\u00e1n<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: daniel Pe\u00f1a s\u00e1nchez de rivera <\/li>\n<li>bonifacio Salvador g\u00f3mez (vocal)<\/li>\n<li>carles m Cuadras avellana (vocal)<\/li>\n<li>g\u00e1bor Lugosi (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Adolfo Hernandez Estrada El objetivo de esta memoria es el estudio del problema de reducci\u00f3n en an\u00e1lisis [&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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