{"id":3213,"date":"2022-04-30T17:29:41","date_gmt":"2022-04-30T17:29:41","guid":{"rendered":"https:\/\/ricovictor.com\/?p=3213"},"modified":"2026-01-29T21:43:10","modified_gmt":"2026-01-29T21:43:10","slug":"crear-un-sistema-de-arbitraje-estadistico-en-forex-con-cointegracion","status":"publish","type":"post","link":"https:\/\/ricovictor.com\/index.php\/2022\/04\/30\/crear-un-sistema-de-arbitraje-estadistico-en-forex-con-cointegracion\/","title":{"rendered":"CREAR un sistema de Arbitraje Estad\u00edstico en Forex con Cointegraci\u00f3n"},"content":{"rendered":"\n<p>Una de las formas en las que podemos crear un sistema de Arbitraje Estad\u00edstico para hacer trading cuantitativo en Forex es mediante La t\u00e9cnica de <a href=\"https:\/\/www.youtube.com\/hashtag\/cointegraci%C3%B3n\">#Cointegraci\u00f3n<\/a>. Este m\u00e9todo consiste en buscar relaciones estad\u00edsticas ente los diferentes pares de divisas, con el objetivo de ver si existen desequilibrios entre ellas. En este video explico como se hace de forma pr\u00e1ctica este sistema ayud\u00e1ndonos de Rstudio para hacer los ejemplos<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ast-oembed-container \" style=\"height: 100%;\"><iframe loading=\"lazy\" title=\"CREAR un sistema de Arbitraje Estad\u00edstico en Forex con Cointegraci\u00f3n |TRADING CUANTITATIVO en R\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/0hxmLDgthSM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>C\u00d3DIGO EN R DEL V\u00cdDEO\n\n################################\r\n##### M\u00c9TODO DE COINTEGRACI\u00d3N ######\r\n\r\n#install.packages(\u00abquantmod\u00bb)\r\nlibrary(quantmod)\r\n#install.packages(\u00abtseries\u00bb)\r\nlibrary(tseries)\r\n\r\ngetSymbols(\u00abEURUSD=X\u00bb,src=\u00bbyahoo\u00bb,from = \u00ab2014-06-04\u00bb)\r\nEURUSD= `EURUSD=X`&#91;,4]\r\nEURUSD&lt;-na.omit(data.frame(EURUSD))\r\nEUR&lt;- EURUSD$EURUSD.X.Close\r\ngetSymbols(\u00abUSDCHF=X\u00bb,src=\u00bbyahoo\u00bb,from = \u00ab2014-06-04\u00bb)\r\nUSDCHF= `USDCHF=X`&#91;,4]\r\nUSDCHF= na.omit(data.frame(USDCHF))\r\nCHF= (USDCHF$USDCHF.X.Close)\r\n\r\n# 1 series\r\n\r\ny = (CHF)\r\nplot(y,type=\u00bbl\u00bb)\r\nx = (EUR)\r\nplot(x,type=\u00bbl\u00bb)\r\n\r\nlibrary(tseries)\r\n\r\n## MODELO DE REGRESI\u00d3N COINTEGRACION PARA 2 ACTIVOS\r\n\r\nmodelo=lm(y~x) # regresi\u00f3n lineal\r\nbeta=coef(modelo) # sacamos betas\r\nbeta\r\n\r\n# SACAMOS LOS RESIDUOS DEL MODELO\r\n\r\nres&lt;-residuals(modelo)\r\nres1&lt;-data.frame(res)\r\nres1\r\n\r\n# TEST PARA COMPROBAR ESTACIONARIEDAD\r\n\r\nadf.test(res1$res)\r\n#p-value = 0.01\r\n\r\n# paso 4 CREAMOS EL SPREAD\r\n\r\npendient =x*beta&#91;2]+beta&#91;1]\r\nspread=pendient-y\r\n\r\nplot(spread,type=\u00bbl\u00bb)\r\n\r\n# DIBUJAMOS DESVIACIONES PARA PUNTOS DE ENTRADA\r\n\r\nmedia = mean(spread)\r\ndesv = sd(spread)\r\n\r\nsd1 = media + desv\r\nsd11 = media \u2013 desv\r\nsd2= media + 2*desv\r\nsd22= media- 2*desv\r\n\r\nplot(spread,type=\u00bbl\u00bb)\r\n\r\nabline(media,0,col=\u00bbblue\u00bb)\r\nabline(sd1,0,col=\u00bbred\u00bb)\r\nabline(sd11,0,col=\u00bbred\u00bb)\r\nabline(sd2,0,col=\u00bbgreen\u00bb)\r\nabline(sd22,0,col=\u00bbgreen\u00bb)\r\n\r\nbeta\r\n-0.2873457\r\n\r\n#comprar de x vender y\r\n# vender 1\r\n\r\n#de x venderiamos 0.28<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Una de las formas en las que podemos crear un sistema de Arbitraje Estad\u00edstico para hacer trading cuantitativo en Forex es mediante La t\u00e9cnica de #Cointegraci\u00f3n. Este m\u00e9todo consiste en buscar relaciones estad\u00edsticas ente los diferentes pares de divisas, con el objetivo de ver si existen desequilibrios entre ellas. En este video explico como se &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/ricovictor.com\/index.php\/2022\/04\/30\/crear-un-sistema-de-arbitraje-estadistico-en-forex-con-cointegracion\/\"> <span class=\"screen-reader-text\">CREAR un sistema de Arbitraje Estad\u00edstico en Forex con Cointegraci\u00f3n<\/span> Leer m\u00e1s &raquo;<\/a><\/p>\n","protected":false},"author":19,"featured_media":3215,"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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","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":"var(--ast-global-color-5)","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":""}},"footnotes":""},"categories":[2,24],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>CREAR un sistema de Arbitraje Estad\u00edstico en Forex con Cointegraci\u00f3n - V\u00edctor A. 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