{"id":7117,"date":"2011-10-26T22:53:45","date_gmt":"2011-10-26T21:53:45","guid":{"rendered":"https:\/\/www.acasinhadamatematica.pt\/?p=7117"},"modified":"2022-01-25T18:45:07","modified_gmt":"2022-01-25T18:45:07","slug":"uma-variavel-aleatoria","status":"publish","type":"post","link":"https:\/\/www.acasinhadamatematica.pt\/?p=7117","title":{"rendered":"Uma vari\u00e1vel aleat\u00f3ria"},"content":{"rendered":"<p><ul id='GTTabs_ul_7117' class='GTTabs' style='display:none'>\n<li id='GTTabs_li_0_7117' class='GTTabs_curr'><a  id=\"7117_0\" onMouseOver=\"GTTabsShowLinks('Enunciado'); return true;\"  onMouseOut=\"GTTabsShowLinks();\"  class='GTTabsLinks'>Enunciado<\/a><\/li>\n<li id='GTTabs_li_1_7117' ><a  id=\"7117_1\" onMouseOver=\"GTTabsShowLinks('Resolu\u00e7\u00e3o'); return true;\"  onMouseOut=\"GTTabsShowLinks();\"  class='GTTabsLinks'>Resolu\u00e7\u00e3o<\/a><\/li>\n<\/ul>\n\n<div class='GTTabs_divs GTTabs_curr_div' id='GTTabs_0_7117'>\n<span class='GTTabs_titles'><b>Enunciado<\/b><\/span><\/p>\n<p>Considere a experi\u00eancia aleat\u00f3ria de espa\u00e7o de resultados S, que consiste no lan\u00e7amento de dois dados perfeitos e a vari\u00e1vel aleat\u00f3ria assim definida: \\[\\begin{array}{*{35}{l}}<br \/>\nX: &amp; S\\to \\mathbb{R}\u00a0 \\\\<br \/>\n{} &amp; (x,y)\\to x\\times 3y\u00a0 \\\\<br \/>\n\\end{array}\\]<\/p>\n<ol>\n<li><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"6947\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=6947\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\" data-orig-size=\"315,198\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Dados\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\" class=\"alignright size-full wp-image-6947\" title=\"Dados\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\" alt=\"\" width=\"151\" height=\"95\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg 315w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV-300x188.jpg 300w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV-150x94.jpg 150w\" sizes=\"auto, (max-width: 151px) 100vw, 151px\" \/><\/a>Calcule:\n<p>&#8211; $X((1,1))$<br \/>\n&#8211; $X((6,3))$<br \/>\n&#8211; $X((1,3))$<br \/>\n&#8211; $X((5,2))$<\/p>\n<p>e indique o contradom\u00ednio de X.<br \/>\n(Para facilitar, construa uma tabela de dupla entrada.)<\/p>\n<\/li>\n<li>Construa a distribui\u00e7\u00e3o de probabilidades desta vari\u00e1vel aleat\u00f3ria.<\/li>\n<li>Calcule:\n<p>&#8211; $P(X=6)$<br \/>\n&#8211; $P(X=12)$<br \/>\n&#8211; $P(X\\le 7)$<br \/>\n&#8211; $P(X&gt;10)$<\/p>\n<\/li>\n<li>Calcule o valor m\u00e9dio e o desvio padr\u00e3o.<\/li>\n<\/ol>\n<p><div class='GTTabsNavigation' style='display:none'><span class='GTTabs_nav_next'><a href='#GTTabs_ul_7117' onClick='GTTabs_show(1,7117)'>Resolu\u00e7\u00e3o &gt;&gt;<\/a><\/span><\/div><\/div>\n\n<div class='GTTabs_divs' id='GTTabs_1_7117'>\n<span class='GTTabs_titles'><b>Resolu\u00e7\u00e3o<\/b><\/span><!--more--><\/p>\n<ol>\n<li><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright\" title=\"Dados\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/09\/dadosAV.jpg\" alt=\"\" width=\"151\" height=\"95\" \/><\/a><br \/>\n<table style=\"width: 40%;\" border=\"1\" align=\"right\">\n<tbody>\n<tr>\n<td style=\"text-align: center; background-color: #eeeeee;\" colspan=\"2\" rowspan=\"2\">$x\\times 3y$<\/td>\n<td style=\"text-align: center; background-color: #eee;\" colspan=\"6\"><span style=\"color: #ff0000;\">$y$<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #e04d3d;\">1<\/td>\n<td style=\"text-align: center; background-color: #e04d3d;\">2<\/td>\n<td style=\"text-align: center; background-color: #e04d3d;\">3<\/td>\n<td style=\"text-align: center; background-color: #e04d3d;\">4<\/td>\n<td style=\"text-align: center; background-color: #e04d3d;\">5<\/td>\n<td style=\"text-align: center; background-color: #e04d3d;\">6<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #eee;\" rowspan=\"6\"><span style=\"color: #0000ff;\">$x$<\/span><\/td>\n<td style=\"text-align: center; background-color: #4a6dd3;\">1<\/td>\n<td style=\"text-align: center;\">3<\/td>\n<td style=\"text-align: center;\">6<\/td>\n<td style=\"text-align: center;\">9<\/td>\n<td style=\"text-align: center;\">12<\/td>\n<td style=\"text-align: center;\">15<\/td>\n<td style=\"text-align: center;\">18<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #4a6dd3;\">2<\/td>\n<td style=\"text-align: center;\">6<\/td>\n<td style=\"text-align: center;\">12<\/td>\n<td style=\"text-align: center;\">18<\/td>\n<td style=\"text-align: center;\">24<\/td>\n<td style=\"text-align: center;\">30<\/td>\n<td style=\"text-align: center;\">36<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #4a6dd3;\">3<\/td>\n<td style=\"text-align: center;\">9<\/td>\n<td style=\"text-align: center;\">18<\/td>\n<td style=\"text-align: center;\">27<\/td>\n<td style=\"text-align: center;\">36<\/td>\n<td style=\"text-align: center;\">45<\/td>\n<td style=\"text-align: center;\">54<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #4a6dd3;\">4<\/td>\n<td style=\"text-align: center;\">12<\/td>\n<td style=\"text-align: center;\">24<\/td>\n<td style=\"text-align: center;\">36<\/td>\n<td style=\"text-align: center;\">48<\/td>\n<td style=\"text-align: center;\">60<\/td>\n<td style=\"text-align: center;\">72<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #4a6dd3;\">5<\/td>\n<td style=\"text-align: center;\">15<\/td>\n<td style=\"text-align: center;\">30<\/td>\n<td style=\"text-align: center;\">45<\/td>\n<td style=\"text-align: center;\">60<\/td>\n<td style=\"text-align: center;\">75<\/td>\n<td style=\"text-align: center;\">90<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; background-color: #4a6dd3;\">6<\/td>\n<td style=\"text-align: center;\">15<\/td>\n<td style=\"text-align: center;\">36<\/td>\n<td style=\"text-align: center;\">54<\/td>\n<td style=\"text-align: center;\">72<\/td>\n<td style=\"text-align: center;\">90<\/td>\n<td style=\"text-align: center;\">108<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#8211; $X((1,1))=1\\times (3\\times 1)=3$<\/p>\n<p>&#8211; $X((6,3))=6\\times (3\\times 3)=54$<\/p>\n<p>&#8211; $X((1,3))=1\\times (3\\times 3)=9$<\/p>\n<p>&#8211; $X((5,2))=5\\times (3\\times 2)=30$<\/p>\n<p>Na tabela ao lado, apresentam-se as imagens dos resultados da experi\u00eancia aleat\u00f3ria pela fun\u00e7\u00e3o X.<\/p>\n<p>O contradom\u00ednio da fun\u00e7\u00e3o X \u00e9: \\[D{{&#8216;}_{X}}=\\left\\{ 3,6,9,12,15,18,24,27,30,36,45,48,54,60,72,75,90,108 \\right\\}\\]<\/p>\n<\/li>\n<li>Na tabela seguinte, apresenta-se a distribui\u00e7\u00e3o de probabilidades desta vari\u00e1vel aleat\u00f3ria.<br \/>\n<table class=\" aligncenter\" style=\"width: 90%;\" border=\"0\" align=\"center\">\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">Resultados favor\u00e1veis\u00a0<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,2)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(2,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,3)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(3,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,4)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(2,2)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(4,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,5)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(5,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(1,6)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(2,3)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(3,2)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(6,1)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(2,4)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(4,2)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(3,3)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(2,5)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(5,2)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(2,6)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(3,4)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(4,3)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(6,2)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(3,5)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(5,3)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(4,4)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(3,6)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(6,3)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(4,5)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(5,4)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(4,6)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(6,4)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(5,5)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(5,6)<\/span><br \/>\n<span style=\"font-size: xx-small;\">(6,5)<\/span><\/td>\n<td style=\"text-align: center;\"><span style=\"font-size: xx-small;\">(6,6)<\/span><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$X={{x}_{i}}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">3<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">6<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">9<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">12<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">15<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">18<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">24<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">27<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">30<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">36<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">45<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">48<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">54<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">60<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">72<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">75<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">90<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">108<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$P(X={{x}_{i}})$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{1}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{3}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{4}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{1}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{4}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{1}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{1}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{2}{36}$<\/td>\n<td style=\"text-align: center; border: #328fcd 1px solid;\" align=\"middle\">$\\frac{1}{36}$<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\"><strong>\u00a0Nota<\/strong>: O c\u00e1lculo das probabilidades resulta da aplica\u00e7\u00e3o\u00a0da Lei de Laplace, bastando para isso ter em conta os casos favor\u00e1veis para cada valor da vari\u00e1vel aleat\u00f3ria, os quais se encontram indicados imediatamente acima da tabela.<\/p>\n<p>Introduzidos os valores da vari\u00e1vel aleat\u00f3ria e as respetivas probabilidades em duas listas da calculadora gr\u00e1fica, podemos efetuar a representa\u00e7\u00e3o gr\u00e1fica da fun\u00e7\u00e3o massa de probabilidade:<\/p>\n<table class=\" aligncenter\" style=\"width: 700px;\" border=\"0\" align=\"center\">\n<caption>Representa\u00e7\u00e3o gr\u00e1fica da fun\u00e7\u00e3o massa de probabilidade<\/caption>\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7118\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7118\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Listas\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas.png\" class=\"alignnone size-full wp-image-7118\" title=\"Listas\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPlistas-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7120\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7120\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Selec\u00e7\u00e3o do gr\u00e1fico\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf.png\" class=\"alignnone size-full wp-image-7120\" title=\"Selec\u00e7\u00e3o do gr\u00e1fico\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselgraf-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7119\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7119\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Gr\u00e1fico\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico.png\" class=\"alignnone size-full wp-image-7119\" title=\"Gr\u00e1fico\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPgrafico-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n<li>\n<p>&#8211; $P(X=6)=P(\\left\\{ (1,2),(2,1) \\right\\})=\\frac{2}{36}=\\frac{1}{18}$<\/p>\n<p>&#8211; $P(X=12)=P(\\left\\{ (1,4),(2,2),(4,1) \\right\\})=\\frac{3}{36}=\\frac{1}{12}$<\/p>\n<p>&#8211; $P(X\\le 7)=P(X=3)+P(X=6)=P(\\left\\{ (1,1) \\right\\})+P(\\left\\{ (1,2),(2,1) \\right\\})=\\frac{1}{36}+\\frac{2}{36}=\\frac{3}{36}=\\frac{1}{12}$<\/p>\n<p>&#8211; $P(X&gt;10)=1-P(X\\le 10)=1-\\left[ P(X=3)+P(X=6)+P(X=9) \\right]=1-(\\frac{1}{36}+\\frac{2}{36}+\\frac{2}{36})=\\frac{31}{36}$<br \/>\n\u00ad<\/p>\n<\/li>\n<li>C\u00e1lculo do valor m\u00e9dio e do desvio padr\u00e3o:<\/li>\n<\/ol>\n<blockquote>\n<p>Chamamos <strong>valor m\u00e9dio de uma distribui\u00e7\u00e3o de probabilidade<\/strong> ao n\u00famero real $\\mu $ tal que \\[\\mu =\\sum\\limits_{i=1}^{k}{({{p}_{i}}{{x}_{i}})}\\]em que $k$ \u00e9 o n\u00famero de valores da vari\u00e1vel aleat\u00f3ria, ${{x}_{i}}$ o valor da vari\u00e1vel e ${{p}_{i}}=P(X={{x}_{i}})$ a respetiva probabilidade.<\/p>\n<\/blockquote>\n<p>\\[\\mu =\\frac{1}{36}\\times 3+\\frac{2}{36}\\times 6+\\frac{2}{36}\\times 9+\\frac{3}{36}\\times 12+&#8230;+\\frac{2}{36}\\times 72+\\frac{1}{36}\\times 75+\\frac{2}{36}\\times 90+\\frac{1}{36}\\times 108=\\frac{1323}{36}=\\frac{147}{4}=36,75\\]<\/p>\n<\/p>\n<blockquote>\n<p>Chamamos <strong>desvio padr\u00e3o de uma distribui\u00e7\u00e3o de probabilidade<\/strong> ao n\u00famero real $\\sigma $ tal que \\[\\sigma =\\sqrt{\\sum\\limits_{i=1}^{k}{{{p}_{i}}{{({{x}_{i}}-\\mu )}^{2}}}}\\]em que $k$ \u00e9 o n\u00famero de valores da vari\u00e1vel aleat\u00f3ria, ${{x}_{i}}$ o valor da vari\u00e1vel e ${{p}_{i}}=P(X={{x}_{i}})$ a respetiva probabilidade.<\/p>\n<\/blockquote>\n<p>\\[\\sigma =\\sqrt{\\frac{1}{36}\\times {{\\left( 3-\\frac{147}{4} \\right)}^{2}}+\\frac{2}{36}\\times {{\\left( 6-\\frac{147}{4} \\right)}^{2}}+&#8230;+\\frac{2}{36}\\times {{\\left( 90-\\frac{147}{4} \\right)}^{2}}+\\frac{1}{36}\\times {{\\left( 108-\\frac{147}{4} \\right)}^{2}}}=\\sqrt{\\frac{11515}{16}}=\\frac{7\\sqrt{235}}{4}\\approx 26,83\\]<\/p>\n<\/p>\n<table class=\" aligncenter\" style=\"width: 700px;\" border=\"0\" align=\"center\">\n<caption>\u00a0C\u00e1lculo do valor m\u00e9dio e do desvio padr\u00e3o<\/caption>\n<tbody>\n<tr>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7121\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7121\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Defini\u00e7\u00e3o da vari\u00e1vel estat\u00edstica\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest.png\" class=\"alignnone size-full wp-image-7121\" title=\"Defini\u00e7\u00e3o da vari\u00e1vel estat\u00edstica\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPselest-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7122\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7122\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Medidas estat\u00edsticas 1\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1.png\" class=\"alignnone size-full wp-image-7122\" title=\"Medidas estat\u00edsticas 1\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest1-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<td style=\"text-align: center;\"><a href=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2.png\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"7123\" data-permalink=\"https:\/\/www.acasinhadamatematica.pt\/?attachment_id=7123\" data-orig-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2.png\" data-orig-size=\"198,134\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Medidas estat\u00edsticas 2\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2.png\" class=\"alignnone size-full wp-image-7123\" title=\"Medidas estat\u00edsticas 2\" src=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2.png\" alt=\"\" width=\"198\" height=\"134\" srcset=\"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2.png 198w, https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/2dadosDPest2-150x101.png 150w\" sizes=\"auto, (max-width: 198px) 100vw, 198px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class='GTTabsNavigation' style='display:none'><span class='GTTabs_nav_prev'><a href='#GTTabs_ul_7117' onClick='GTTabs_show(0,7117)'>&lt;&lt; Enunciado<\/a><\/span><\/div><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Enunciado Resolu\u00e7\u00e3o Enunciado Considere a experi\u00eancia aleat\u00f3ria de espa\u00e7o de resultados S, que consiste no lan\u00e7amento de dois dados perfeitos e a vari\u00e1vel aleat\u00f3ria assim definida: \\[\\begin{array}{*{35}{l}} X: &amp; S\\to \\mathbb{R}\u00a0 \\\\ {} &amp;&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":21014,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[226,97,227],"tags":[427,245,244],"series":[],"class_list":["post-7117","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-12--ano","category-aplicando","category-probabilidades-e-combinatoria","tag-12-o-ano","tag-distribuicao-de-probabilidades","tag-variavel-aleatoria"],"views":2710,"jetpack_featured_media_url":"https:\/\/www.acasinhadamatematica.pt\/wp-content\/uploads\/2011\/10\/12V1Pag104-32_520x245.png","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/posts\/7117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7117"}],"version-history":[{"count":0,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/posts\/7117\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=\/wp\/v2\/media\/21014"}],"wp:attachment":[{"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7117"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/www.acasinhadamatematica.pt\/index.php?rest_route=%2Fwp%2Fv2%2Fseries&post=7117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}