{"id":2241,"date":"2021-03-24T18:13:12","date_gmt":"2021-03-24T18:13:12","guid":{"rendered":"https:\/\/ricovictor.com\/?p=2241"},"modified":"2026-01-29T21:52:26","modified_gmt":"2026-01-29T21:52:26","slug":"medidas-de-asociacion-de-variables-categoricas-lambda-y-basados-en-chi-cuadrado","status":"publish","type":"post","link":"https:\/\/ricovictor.com\/index.php\/2021\/03\/24\/medidas-de-asociacion-de-variables-categoricas-lambda-y-basados-en-chi-cuadrado\/","title":{"rendered":"Medidas de asociaci\u00f3n de Variables Categ\u00f3ricas | Lambda y Basados en Chi Cuadrado"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2241\" class=\"elementor elementor-2241\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31c28e98 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31c28e98\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-747a4052\" data-id=\"747a4052\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f4ec784 elementor-widget elementor-widget-text-editor\" data-id=\"1f4ec784\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>En este video te hablar\u00e9 de c\u00f3mo<strong> puedes descubrir si dos variables de tipo categ\u00f3rico est\u00e1n relacionadas o no<\/strong>, es decir, si existe una asociaci\u00f3n entre las mismas, pero antes llevaremos a cabo un breve repaso acerca de los diferentes tipos de variables que existen y de los gr\u00e1ficos y tablas que pueden ser de utilidad al momento de analizar una o m\u00e1s variables categ\u00f3ricas.<\/p><p>Existen diversos m\u00e9todos para medir la asociaci\u00f3n entre dos variables categ\u00f3ricas, <strong>siendo la prueba chi cuadrado y sus m\u00e9todos derivados, el coeficiente phi, el de contingencia y la V de Cramer, de los m\u00e1s utilizados.<\/strong><\/p><p>Adicional a estos cuatro m\u00e9todos, te hablar\u00e9 de una <strong>medida de Asociaci\u00f3n llamada Lambda<\/strong>, la cu\u00e1l nos permite calcular la reducci\u00f3n proporcional del error al momento de realizar la predicci\u00f3n de una variable dependiente, cuando utilizamos los valores de la variable independiente. Para que sea m\u00e1s clara la explicaci\u00f3n del c\u00e1lculo de estas medidas de asociaci\u00f3n, te mostrar\u00e9 ejemplos num\u00e9ricos de algunos de ellos<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-505da2ba\" data-id=\"505da2ba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37a10d20 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"37a10d20\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16e1a318 elementor-widget elementor-widget-video\" data-id=\"16e1a318\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=qu0NvP5kh9E&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1db59c24 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1db59c24\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-16136afe\" data-id=\"16136afe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47036347 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"47036347\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1da83039 elementor-widget elementor-widget-text-editor\" data-id=\"1da83039\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Si quieres aprender m\u00e1s acerca de este tipo de t\u00e9cnicas, suscr\u00edbete a mi canal o visita mi p\u00e1gina <strong>rociochavezml.com<\/strong>, en donde estar\u00e9 subiendo videos de Machine Learning, Estad\u00edstica y de Matem\u00e1ticas en general aplicadas a los negocios.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>En este video te hablar\u00e9 de c\u00f3mo puedes descubrir si dos variables de tipo categ\u00f3rico est\u00e1n relacionadas o no, es decir, si existe una asociaci\u00f3n entre las mismas, pero antes llevaremos a cabo un breve repaso acerca de los diferentes tipos de variables que existen y de los gr\u00e1ficos y tablas que pueden ser de &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/ricovictor.com\/index.php\/2021\/03\/24\/medidas-de-asociacion-de-variables-categoricas-lambda-y-basados-en-chi-cuadrado\/\"> <span class=\"screen-reader-text\">Medidas de asociaci\u00f3n de Variables Categ\u00f3ricas | Lambda y Basados en Chi Cuadrado<\/span> Leer m\u00e1s &raquo;<\/a><\/p>\n","protected":false},"author":2,"featured_media":2243,"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":"","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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Rico \u2014 Econometr\u00eda y Finanzas Cuantitativas<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ricovictor.com\/index.php\/2021\/03\/24\/medidas-de-asociacion-de-variables-categoricas-lambda-y-basados-en-chi-cuadrado\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Medidas de asociaci\u00f3n de Variables Categ\u00f3ricas | Lambda y Basados en Chi Cuadrado - V\u00edctor A. 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