{"id":365,"date":"2023-08-01T18:06:33","date_gmt":"2023-08-01T18:06:33","guid":{"rendered":"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/"},"modified":"2023-08-01T18:06:33","modified_gmt":"2023-08-01T18:06:33","slug":"regra-de-laplace-ou-lei-de-laplace","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/","title":{"rendered":"Regra de laplace (ou lei de laplace)"},"content":{"rendered":"<p>Este artigo explica o que \u00e9 a regra de Laplace, tamb\u00e9m chamada de lei de Laplace. Assim, voc\u00ea descobrir\u00e1 a f\u00f3rmula da regra de Laplace e diversos exerc\u00edcios para praticar.<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-regla-de-laplace\"><\/span> Qual \u00e9 a regra de Laplace?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>A regra de Laplace<\/strong> , tamb\u00e9m conhecida como <strong>lei de Laplace<\/strong> , \u00e9 uma regra usada para calcular a probabilidade de ocorr\u00eancia de um evento. Mais especificamente, a regra de Laplace diz que a probabilidade de ocorr\u00eancia de um evento \u00e9 igual ao n\u00famero de casos favor\u00e1veis dividido pelo n\u00famero total de casos poss\u00edveis.<\/p>\n<p> A regra de Laplace deve o seu nome ao matem\u00e1tico franc\u00eas Pierre-Simon Laplace (1749-1827), que lan\u00e7ou as bases da teoria das probabilidades.<\/p>\n<p> Em probabilidade e estat\u00edstica, a regra de Laplace \u00e9 frequentemente utilizada, porque permite calcular as probabilidades dos poss\u00edveis resultados de um experimento estat\u00edstico. <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>Veja:<\/strong> <a href=\"https:\/\/statorials.org\/pt\/experiencia-estatistica\/\">Experimento estat\u00edstico<\/a><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"formula-de-la-regla-de-laplace\"><\/span> F\u00f3rmula da regra de Laplace<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> A regra de Laplace diz que a probabilidade de ocorr\u00eancia de um evento \u00e9 igual ao n\u00famero de casos favor\u00e1veis dividido pelo n\u00famero total de casos poss\u00edveis. Portanto, para calcular a probabilidade de ocorr\u00eancia de um evento, os casos que consistem nesse evento devem ser divididos pelo n\u00famero de resultados poss\u00edveis.<\/p>\n<p> Assim, a <strong>f\u00f3rmula da regra de Laplace<\/strong> \u00e9 a seguinte: <\/p>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regle-de-laplace.png\" alt=\"Regra de Laplace, lei de Laplace\" class=\"wp-image-8217\" width=\"281\" height=\"180\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p style=\"margin-bottom:10px\"> Ouro:<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:10px\"> <span style=\"color:#101010;font-weight: normal;\">Casos favor\u00e1veis s\u00e3o todos os resultados que atendem \u00e0s condi\u00e7\u00f5es do evento em quest\u00e3o.<\/span><\/li>\n<li style=\"margin-bottom:10px\"> <span style=\"color:#101010;font-weight: normal;\">Os casos poss\u00edveis s\u00e3o o n\u00famero total de resultados que podem ocorrer.<\/span> <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplo-de-la-regla-de-laplace\"><\/span> Exemplo de regra de Laplace<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Agora que sabemos a defini\u00e7\u00e3o da regra de Laplace e qual \u00e9 a sua f\u00f3rmula, vejamos um exemplo para finalizar a assimila\u00e7\u00e3o do conceito.<\/p>\n<ul>\n<li> Numa caixa vazia colocamos 5 bolas azuis, 4 bolas verdes e 2 bolas amarelas. Qual \u00e9 a probabilidade de que, ao tirar uma bola aleatoriamente, ela seja azul?<\/li>\n<\/ul>\n<p> Para determinar a probabilidade de um evento, devemos aplicar a f\u00f3rmula da regra de Laplace, que \u00e9 a seguinte:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d3b5a3fd8897ec1933cfc654566b84dc_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(A)=\\cfrac{\\text{casos favorables}}{\\text{casos posibles}}\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"190\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p> Neste caso, o n\u00famero de casos favor\u00e1veis \u00e9 5, pois colocamos 5 bolas azuis na caixa. Por outro lado, o n\u00famero de casos poss\u00edveis \u00e9 a soma de todas as bolas enca\u00e7apadas:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-613fe8177cd01f9796d49b5ea92590c1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(\\text{bola azul})=\\cfrac{5}{5+4+2}=\\cfrac{5}{11}=0,45\" title=\"Rendered by QuickLaTeX.com\" height=\"41\" width=\"294\" style=\"vertical-align: -14px;\"><\/p>\n<\/p>\n<p> Portanto, a probabilidade de tirar uma bola azul da caixa \u00e9 de 0,45, ou 45%. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejercicios-resueltos-de-la-regla-de-laplace\"><\/span> Problemas resolvidos do governo de Laplace<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"wp-block-heading\"> Exerc\u00edcio 1<\/h3>\n<p> Encontre a probabilidade de lan\u00e7ar um dado para obter um n\u00famero par. <\/p>\n<div class=\"wp-block-otfm-box-spoiler-start otfm-sp__wrapper otfm-sp__box js-otfm-sp-box__closed otfm-sp__FFF8E1\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" data-otfm-spc=\"#FFF8E1\" style=\"text-align:center\">\n<div class=\"otfm-sp__title\"> <strong>veja a solu\u00e7\u00e3o<\/strong><\/div>\n<\/div>\n<p class=\"has-text-align-left\"> Para determinar a probabilidade de um evento, devemos usar a f\u00f3rmula da lei de Laplace:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d3b5a3fd8897ec1933cfc654566b84dc_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(A)=\\cfrac{\\text{casos favorables}}{\\text{casos posibles}}\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"190\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-left\"> Ao lan\u00e7ar um dado, os \u00fanicos resultados pares poss\u00edveis s\u00e3o 2, 4 e 6, portanto h\u00e1 tr\u00eas casos favor\u00e1veis. Por outro lado, um dado tem um total de seis faces, portanto existem seis caixas poss\u00edveis.<\/p>\n<p class=\"has-text-align-left\"> Ent\u00e3o, o c\u00e1lculo da probabilidade do exerc\u00edcio solicitado \u00e9 feito da seguinte forma: <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-53615b43235357fa9be0039b95b3f286_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(\\text{n\\'umero par})=\\cfrac{3}{6}=0,5\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"200\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<div class=\"wp-block-otfm-box-spoiler-end otfm-sp_end\"><\/div>\n<h3 class=\"wp-block-heading\">Exerc\u00edcio 2<\/h3>\n<p> Determine a probabilidade de duas moedas darem cara quando voc\u00ea joga ambas as moedas. <\/p>\n<div class=\"wp-block-otfm-box-spoiler-start otfm-sp__wrapper otfm-sp__box js-otfm-sp-box__closed otfm-sp__FFF8E1\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" data-otfm-spc=\"#FFF8E1\" style=\"text-align:center\">\n<div class=\"otfm-sp__title\"> <strong>veja a solu\u00e7\u00e3o<\/strong><\/div>\n<\/div>\n<p class=\"has-text-align-left\"> Como vimos ao longo do artigo, para encontrar a probabilidade de um evento devemos aplicar a f\u00f3rmula da regra de Laplace:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d3b5a3fd8897ec1933cfc654566b84dc_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(A)=\\cfrac{\\text{casos favorables}}{\\text{casos posibles}}\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"190\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-left\"> Neste caso, existem quatro resultados poss\u00edveis, que s\u00e3o os seguintes: <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-555b52a7631c0024ec1b4447959f80d0_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\text{cara y cara}\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"87\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-73b0ca8affdc31f5b23a93989b3d427c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\text{cara y cruz}\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"87\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-65b890b85f9325294fb658d8d53a16a7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\text{cruz y cara}\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"87\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-3c0846793d04256fd8d0ee59dd15f586_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\text{cruz y cruz}\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"87\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-left\"> Assim, temos apenas um caso favor\u00e1vel entre quatro casos poss\u00edveis, ent\u00e3o a probabilidade de obter duas caras \u00e9 a seguinte: <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5fa992aa7b2f7488b5f5695f88c63221_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(\\text{cara y cara})=\\cfrac{1}{4}=0,25\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"206\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<div class=\"wp-block-otfm-box-spoiler-end otfm-sp_end\"><\/div>\n<h3 class=\"wp-block-heading\">Exerc\u00edcio 3<\/h3>\n<p> Encontre a probabilidade de lan\u00e7ar um dado justo para obter um n\u00famero menor que 5. <\/p>\n<div class=\"wp-block-otfm-box-spoiler-start otfm-sp__wrapper otfm-sp__box js-otfm-sp-box__closed otfm-sp__FFF8E1\" role=\"button\" tabindex=\"0\" aria-expanded=\"false\" data-otfm-spc=\"#FFF8E1\" style=\"text-align:center\">\n<div class=\"otfm-sp__title\"> <strong>veja a solu\u00e7\u00e3o<\/strong><\/div>\n<\/div>\n<p class=\"has-text-align-left\"> Devemos usar a regra de Laplace para calcular a probabilidade que o problema nos apresenta:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d3b5a3fd8897ec1933cfc654566b84dc_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(A)=\\cfrac{\\text{casos favorables}}{\\text{casos posibles}}\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"190\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-left\"> Ao lan\u00e7ar os dados, os resultados inferiores a 5 s\u00e3o 1, 2, 3 e 4, portanto h\u00e1 quatro casos favor\u00e1veis entre os seis resultados poss\u00edveis que podem ser obtidos. <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7727f9ded50f708ee1350a046abf936f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"P(\\text{n\\'umero menor que 5})=\\cfrac{4}{6}=0,67\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"281\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<div class=\"wp-block-otfm-box-spoiler-end otfm-sp_end\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Este artigo explica o que \u00e9 a regra de Laplace, tamb\u00e9m chamada de lei de Laplace. Assim, voc\u00ea descobrir\u00e1 a f\u00f3rmula da regra de Laplace e diversos exerc\u00edcios para praticar. Qual \u00e9 a regra de Laplace? A regra de Laplace , tamb\u00e9m conhecida como lei de Laplace , \u00e9 uma regra usada para calcular a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-365","post","type-post","status-publish","format-standard","hentry","category-probabilidade"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 Regra de Laplace (ou lei de Laplace)<\/title>\n<meta name=\"description\" content=\"Aqui voc\u00ea encontrar\u00e1 a regra de Laplace (ou lei de Laplace), a f\u00f3rmula da regra de Laplace e v\u00e1rios exerc\u00edcios resolvidos para praticar.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u25b7 Regra de Laplace (ou lei de Laplace)\" \/>\n<meta property=\"og:description\" content=\"Aqui voc\u00ea encontrar\u00e1 a regra de Laplace (ou lei de Laplace), a f\u00f3rmula da regra de Laplace e v\u00e1rios exerc\u00edcios resolvidos para praticar.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-01T18:06:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regle-de-laplace.png\" \/>\n<meta name=\"author\" content=\"Dr. benjamim anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. benjamim anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/\",\"url\":\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/\",\"name\":\"\u25b7 Regra de Laplace (ou lei de Laplace)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-08-01T18:06:33+00:00\",\"dateModified\":\"2023-08-01T18:06:33+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Aqui voc\u00ea encontrar\u00e1 a regra de Laplace (ou lei de Laplace), a f\u00f3rmula da regra de Laplace e v\u00e1rios exerc\u00edcios resolvidos para praticar.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/regra-de-laplace-ou-lei-de-laplace\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Regra de laplace (ou lei de laplace)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pt\/#website\",\"url\":\"https:\/\/statorials.org\/pt\/\",\"name\":\"Statorials\",\"description\":\"O seu guia para a literacia estat\u00edstica!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pt\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\",\"name\":\"Dr. benjamim anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. benjamim anderson\"},\"description\":\"Ol\u00e1, sou Benjamin, um professor aposentado de estat\u00edstica que se tornou professor dedicado na Statorials. 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