{"id":72,"date":"2020-04-07T20:39:45","date_gmt":"2020-04-07T20:39:45","guid":{"rendered":"http:\/\/ricovictor.com\/?p=72"},"modified":"2020-05-15T16:34:32","modified_gmt":"2020-05-15T16:34:32","slug":"beta-que-es-la-beta-en-finanzas","status":"publish","type":"post","link":"https:\/\/ricovictor.com\/index.php\/2020\/04\/07\/beta-que-es-la-beta-en-finanzas\/","title":{"rendered":"BETA. \u00bfQu\u00e9 es la Beta en Finanzas?"},"content":{"rendered":"\n<p>\ud83d\udd39 La <strong>beta<\/strong> es un concepto usado mucho en finanzas y estad\u00edstica. <\/p>\n\n\n\n<p>Este t\u00e9rmino es un coeficiente que indica el grado de variabilidad de la rentabilidad de una acci\u00f3n con respecto a la rentabilidad de su \u00edndice de referencia.  <\/p>\n\n\n\n<p>Es muy com\u00fan que lo veamos en peri\u00f3dicos econ\u00f3micos donde se pone \u00e9ste valor para ver la relaci\u00f3n de los fondos de inversi\u00f3n con los \u00edndices u otros productos financieros. \ud83d\udcca<\/p>\n\n\n\n<p>Adem\u00e1s de \u00e9sto es tambi\u00e9n usual en estad\u00edstica y <a href=\"https:\/\/ricovictor.com\/index.php\/category\/econometria\/\">econometr\u00eda<\/a> siendo parte de m\u00faltiples de modelos.<\/p>\n\n\n\n<p>\ud83d\udcb6 Dentro del <strong>trading<\/strong> lo podemos usar para relacionar diferentes activos,por ejemplo para crear estrategias de arbitraje como la cointegraci\u00f3n o <a href=\"https:\/\/www.youtube.com\/watch?v=czEppk5NVEw\">multicointegraci\u00f3n<\/a>.<\/p>\n\n\n\n<p>En \u00e9ste v\u00eddeo ten\u00e9is un ejemplo pr\u00e1ctico muy interesante para aprender a calcular la beta.  \u2b07\ufe0f\u2b07\ufe0f<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-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=\"BETA. \u00bfQu\u00e9 es la Beta en Finanzas? \/ Ejemplo en R\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/0Nqwb18CJtw?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<p><strong>C\u00d3DIGO EN R STUDIO<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>## Beta FOREX\n\n\n####  #######\n\n#install.packages(\"quantmod\")\nlibrary(quantmod)\n#install.packages(\"tseries\")\nlibrary(tseries)\n#install.packages(\"fImport\")\nlibrary(fImport)\n\n\n\n# DESCARGA DE DATOS\n# UTILIZAMOS 2 DIVISAS\n\n#getFX(\"EUR\/USD\")\n#getFX(\"GBP\/USD\")\n#getFX(\"USD\/CHF\")\n#getFX(\"AUD\/USD\")\n\n\n#DATOS FRED\n\nGBPUSD&lt;-fredSeries(\"DEXUSUK\",from=\"2010-01-01\",to=\"2019-10-23\")\nUSDCHF&lt;-fredSeries(\"DEXSZUS\",from=\"2010-01-01\",to=\"2019-10-23\")\nEURUSD&lt;-fredSeries(\"DEXUSEU\",from=\"2010-01-01\",to=\"2019-10-23\") \n\n\n# Regresi\u00f3n Lineal para sacar betas\n\n# 1 Hacemos los logaritmos de las series\n\n#y = log(EURUSD)\n#x = log(GBPUSD)\n\ny= diff(log(EURUSD )) #variable dependiente\nx= diff(log(GBPUSD))  #regresor o independiente\n\nplot(EURUSD,type=\"l\")\nplot(GBPUSD,type=\"l\")\n\nlibrary(tseries)\n\n## REGRESION PARA 2 ACTIVOS \n\nmodelo=lm(y~x)  # regresi\u00f3n lineal\nmodelo\nsummary(modelo)\n\n# Beta = Pendiente del modelo\n\nbeta=coef(modelo)\nbeta\n\n\n# \n\ncov(x,y)\/var(x)\n\n\ntabla&lt;-data.frame(x,y)\n\n#plot(tabla$GBP.USD,tabla$EUR.USD,ylab=\"EURUSD\",xlab=\"GBPUSD\")\nplot(tabla$DEXUSUK,tabla$DEXUSEU,ylab=\"EURUSD\",xlab=\"GBPUSD\")\nabline(modelo)\n\n\n\n\n#Ventana m\u00d3VIL DE SERIE BETA \n\nm&lt;-(EURUSD)\nnm&lt;-(GBPUSD)\n\nm&lt;-y\nnm&lt;-x\n\nvent&lt;- 30\nvent2&lt;- vent-1\n\n\n\n\nbeta=c()\nfor(i in vent:length(m))\n{f=lm(m&#91;(i-vent2):i]~nm&#91;(i-vent2):i])  \nbeta&#91;i]=coef(f)&#91;2]}\n\nplot(beta,type=\"l\")\n\n\n\nBETA&lt;-na.omit(beta)\nBETA\n\nhist(BETA)\n\n\n\n\n#############\n\n\n\nUSDCHF&lt;-fredSeries(\"DEXSZUS\",from=\"2016-01-01\",to=\"2019-10-23\") \n\nEURUSD&lt;-fredSeries(\"DEXUSEU\",from=\"2010-01-01\",to=\"2019-10-23\") \n\n# retornos USDCHF\n\nrUSDCHF= diff(log(USDCHF)) #muestra\n\n\nx= rUSDCHF*100\n\nplot(rUSDCHF,type=\"l\")\n\n#hist(rUSDCHF,breaks = 30)\n\n#distribucion de frecuencias\n\n#Debera instalar el paquete que vamos a llamar\n\ninstall.packages(\"fdth\")\n\nlibrary(fdth) # carga la extensi\u00f3n fdth (para el calculo de distribuci\u00f3n de frecuencias.\n\n## \n\nx&lt;-na.omit(rUSDCHF@.Data)\n\ndistribucion &lt;- fdt(x,breaks=\"Sturges\") # calcula la distribuci\u00f3n de frecuencias utilizando la regla Sturge\n\ndistribucion\n\n#frecuencia absoluta\n#frecuencia relativa\n#frecuencia acumulada\n\nhist(x, breaks=30)\n\n\n\n\n\n\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd39 La beta es un concepto usado mucho en finanzas y estad\u00edstica. Este t\u00e9rmino es un coeficiente que indica el grado de variabilidad de la rentabilidad de una acci\u00f3n con respecto a la rentabilidad de su \u00edndice de referencia. Es muy com\u00fan que lo veamos en peri\u00f3dicos econ\u00f3micos donde se pone \u00e9ste valor para ver &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/ricovictor.com\/index.php\/2020\/04\/07\/beta-que-es-la-beta-en-finanzas\/\"> <span class=\"screen-reader-text\">BETA. \u00bfQu\u00e9 es la Beta en Finanzas?<\/span> Leer m\u00e1s &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":77,"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":[21,2],"tags":[11,70],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>BETA. \u00bfQu\u00e9 es la Beta en Finanzas? - V\u00edctor A. 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