{"id":1606,"date":"2023-07-25T16:37:05","date_gmt":"2023-07-25T16:37:05","guid":{"rendered":"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/"},"modified":"2023-07-25T16:37:05","modified_gmt":"2023-07-25T16:37:05","slug":"regressao-cubica-excel","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/","title":{"rendered":"Regress\u00e3o c\u00fabica no excel (passo a passo)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>A regress\u00e3o c\u00fabica<\/strong> \u00e9 uma t\u00e9cnica de regress\u00e3o que podemos usar quando o relacionamento entre uma vari\u00e1vel preditora e uma vari\u00e1vel de resposta \u00e9 n\u00e3o linear.<\/span><\/p>\n<p> <span style=\"color: #000000;\">O exemplo passo a passo a seguir mostra como ajustar um modelo de regress\u00e3o c\u00fabico a um conjunto de dados no Excel.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Etapa 1: crie os dados<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Primeiro, vamos criar um conjunto de dados falso no Excel:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15945 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel1.png\" alt=\"\" width=\"456\" height=\"450\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Etapa 2: realizar uma regress\u00e3o c\u00fabica<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Ent\u00e3o podemos usar a seguinte f\u00f3rmula no Excel para ajustar um modelo de regress\u00e3o c\u00fabico no Excel:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 17px;\"> <strong>=LINEST( <span style=\"color: #3366ff;\">B2:B13<\/span> , <span style=\"color: #ff0000;\">A2:A13<\/span> ^{1,2,3})\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A captura de tela a seguir mostra como realizar uma regress\u00e3o c\u00fabica para nosso exemplo espec\u00edfico:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15946 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel2.png\" alt=\"\" width=\"485\" height=\"449\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Utilizando os coeficientes do resultado, podemos escrever o seguinte modelo de regress\u00e3o estimado:<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0177 = -32,0118 + 9,832x \u2013 0,3214x <sup>2<\/sup> + 0,0033x <sup>3<\/sup><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Etapa 3: Visualize o modelo de regress\u00e3o c\u00fabica<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tamb\u00e9m podemos criar um gr\u00e1fico de dispers\u00e3o com a linha de regress\u00e3o ajustada para visualizar o modelo de regress\u00e3o c\u00fabico.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Primeiro, destaque os dados:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15947 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel3.png\" alt=\"\" width=\"402\" height=\"360\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Em seguida, clique na guia <strong>Inserir<\/strong> na faixa superior e clique na primeira op\u00e7\u00e3o da op\u00e7\u00e3o <strong>Inserir Dispers\u00e3o (X,Y)<\/strong> no grupo <strong>Gr\u00e1ficos<\/strong> . Isso produzir\u00e1 o seguinte gr\u00e1fico de dispers\u00e3o:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15949 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel4.png\" alt=\"\" width=\"591\" height=\"440\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Em seguida, clique no sinal de mais verde no canto superior direito do gr\u00e1fico e clique na seta \u00e0 direita de <strong>Trendline<\/strong> . No menu suspenso que aparece, clique em <strong>Mais op\u00e7\u00f5es<\/strong> &#8230;<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15950 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel5.png\" alt=\"\" width=\"605\" height=\"371\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Em seguida, clique na op\u00e7\u00e3o Linha de tend\u00eancia <strong>polinomial<\/strong> e selecione <strong>3<\/strong> para o pedido. Em seguida, marque a caixa ao lado de \u201cMostrar equa\u00e7\u00e3o no gr\u00e1fico\u201d<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15951 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel6.png\" alt=\"\" width=\"296\" height=\"591\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A seguinte linha de tend\u00eancia e equa\u00e7\u00e3o aparecer\u00e3o no gr\u00e1fico:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15952 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel.png\" alt=\"\" width=\"526\" height=\"414\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Observe que a equa\u00e7\u00e3o no gr\u00e1fico corresponde \u00e0 equa\u00e7\u00e3o que calculamos usando a fun\u00e7\u00e3o <strong>PROJ.LIN()<\/strong> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pt\/regressao-linear-simples-excel\/\" target=\"_blank\" rel=\"noopener\">Como realizar regress\u00e3o linear simples no Excel<\/a><br \/><a href=\"https:\/\/statorials.org\/pt\/regressao-linear-multipla-excel\/\" target=\"_blank\" rel=\"noopener\">Como realizar regress\u00e3o linear m\u00faltipla no Excel<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/regressao-polinomial-excel\/\" target=\"_blank\" rel=\"noopener\">Como realizar regress\u00e3o polinomial no Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A regress\u00e3o c\u00fabica \u00e9 uma t\u00e9cnica de regress\u00e3o que podemos usar quando o relacionamento entre uma vari\u00e1vel preditora e uma vari\u00e1vel de resposta \u00e9 n\u00e3o linear. O exemplo passo a passo a seguir mostra como ajustar um modelo de regress\u00e3o c\u00fabico a um conjunto de dados no Excel. Etapa 1: crie os dados Primeiro, vamos [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1606","post","type-post","status-publish","format-standard","hentry","category-guia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Regress\u00e3o C\u00fabica no Excel (Passo a Passo) - Estatologia<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como realizar regress\u00e3o c\u00fabica no Excel, com um exemplo passo a passo.\" \/>\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\/regressao-cubica-excel\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Regress\u00e3o C\u00fabica no Excel (Passo a Passo) - Estatologia\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como realizar regress\u00e3o c\u00fabica no Excel, com um exemplo passo a passo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T16:37:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cubiqueexcel1.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=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/\",\"url\":\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/\",\"name\":\"Regress\u00e3o C\u00fabica no Excel (Passo a Passo) - Estatologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-25T16:37:05+00:00\",\"dateModified\":\"2023-07-25T16:37:05+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como realizar regress\u00e3o c\u00fabica no Excel, com um exemplo passo a passo.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/regressao-cubica-excel\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Regress\u00e3o c\u00fabica no excel (passo a passo)\"}]},{\"@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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