{"id":240,"date":"2023-08-03T17:52:42","date_gmt":"2023-08-03T17:52:42","guid":{"rendered":"https:\/\/statorials.org\/pt\/um-nivel-de-confianca\/"},"modified":"2023-08-03T17:52:42","modified_gmt":"2023-08-03T17:52:42","slug":"um-nivel-de-confianca","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/um-nivel-de-confianca\/","title":{"rendered":"Um n\u00edvel de confian\u00e7a"},"content":{"rendered":"<p>Este artigo explica qual \u00e9 o n\u00edvel de confian\u00e7a nas estat\u00edsticas. Assim voc\u00ea encontrar\u00e1 o que significa o n\u00edvel de confian\u00e7a nas estat\u00edsticas, uma tabela com os n\u00edveis de confian\u00e7a mais utilizados e a diferen\u00e7a entre o n\u00edvel de confian\u00e7a e o n\u00edvel de signific\u00e2ncia. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-nivel-de-confianza\"><\/span> Qual \u00e9 o n\u00edvel de confian\u00e7a?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Nas estat\u00edsticas, o <strong>n\u00edvel de confian\u00e7a<\/strong> \u00e9 a probabilidade de a estimativa de um par\u00e2metro estat\u00edstico numa popula\u00e7\u00e3o estar dentro do intervalo de confian\u00e7a. Normalmente, o n\u00edvel de confian\u00e7a \u00e9 indicado como 1-\u03b1 e expresso como uma porcentagem.<\/p>\n<p> Por exemplo, se o n\u00edvel de confian\u00e7a de um intervalo de confian\u00e7a para uma m\u00e9dia for 95%, isso significa que a probabilidade de a m\u00e9dia da popula\u00e7\u00e3o estar dentro do intervalo de confian\u00e7a \u00e9 de 95%.<\/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-e0a7002c6d5cd57187be6c315930800d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\text{Nivel de confianza}=1-\\alpha\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"206\" style=\"vertical-align: -1px;\"><\/p>\n<\/p>\n<p> Os n\u00edveis de confian\u00e7a mais comumente utilizados s\u00e3o 90%, 95% e 99%. Embora o n\u00edvel de confian\u00e7a mais comum seja de 95%. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tabla-de-niveles-de-confianza\"><\/span>Tabela de n\u00edveis de confian\u00e7a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Ap\u00f3s ver a defini\u00e7\u00e3o do n\u00edvel de confian\u00e7a, \u00e9 apresentada a seguir uma tabela com os n\u00edveis de confian\u00e7a mais comuns juntamente com seus valores cr\u00edticos correspondentes. <\/p>\n<figure class=\"wp-block-table is-style-stripes\">\n<table>\n<thead>\n<tr>\n<th class=\"has-text-align-center\" data-align=\"center\"> N\u00edvel de confian\u00e7a (1-\u03b1)<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> N\u00edvel de signific\u00e2ncia (\u03b1)<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> Valor cr\u00edtico (Z <sub>\u03b1\/2<\/sub> )<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,80<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,20<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.282<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,85<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,15<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.440<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,90<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,10<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.645<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,95<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,05<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1.960<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,99<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,01<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2.576<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,995<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,005<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2.807<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,999<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,001<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 3.291<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p> Assim, conhecendo o n\u00edvel de confian\u00e7a desejado, \u00e9 poss\u00edvel determinar o valor cr\u00edtico possibilitando calcular o intervalo de confian\u00e7a de um par\u00e2metro estat\u00edstico. Voc\u00ea pode ver como um intervalo de confian\u00e7a \u00e9 calculado no artigo correspondente em nosso site. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"nivel-de-confianza-del-0-y-del-100\"><\/span> N\u00edvel de confian\u00e7a de 0% e 100%<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Nesta se\u00e7\u00e3o veremos o que significam um n\u00edvel de confian\u00e7a de 0% e um n\u00edvel de confian\u00e7a de 100%, pois s\u00e3o dois n\u00edveis de confian\u00e7a que normalmente n\u00e3o deveriam aparecer nas estat\u00edsticas.<\/p>\n<p> Um <strong>n\u00edvel de confian\u00e7a de 0%<\/strong> significa que n\u00e3o h\u00e1 certeza de que os mesmos resultados ser\u00e3o obtidos se os dados da amostra forem obtidos novamente. Na verdade, os resultados obtidos com um n\u00edvel de confian\u00e7a de 0% nunca seriam publicados, uma vez que n\u00e3o haveria certeza da sua precis\u00e3o antes de repetir o estudo estat\u00edstico.<\/p>\n<p> Por outro lado, um <strong>n\u00edvel de confian\u00e7a de 100%<\/strong> significa que n\u00e3o h\u00e1 d\u00favida de que se o estudo for repetido, ser\u00e3o obtidos exactamente os mesmos resultados. Na realidade, n\u00e3o existe um n\u00edvel de confian\u00e7a de 100% nas estat\u00edsticas, a menos que uma popula\u00e7\u00e3o inteira tenha sido estudada, e mesmo assim n\u00e3o se pode ter 100% de certeza de que n\u00e3o ocorreram erros ou preconceitos durante a investiga\u00e7\u00e3o. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"nivel-de-confianza-y-nivel-de-significacion\"><\/span> N\u00edvel de confian\u00e7a e n\u00edvel de signific\u00e2ncia<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> O n\u00edvel de confian\u00e7a e o n\u00edvel de signific\u00e2ncia est\u00e3o estatisticamente relacionados, portanto nesta se\u00e7\u00e3o veremos a diferen\u00e7a entre esses dois conceitos.<\/p>\n<p> A <strong>diferen\u00e7a entre o n\u00edvel de confian\u00e7a e o n\u00edvel de signific\u00e2ncia<\/strong> \u00e9 a probabilidade que eles definem. O n\u00edvel de confian\u00e7a \u00e9 a probabilidade de uma estat\u00edstica estar dentro de um intervalo de confian\u00e7a, enquanto o n\u00edvel de signific\u00e2ncia \u00e9 a probabilidade de a estat\u00edstica estar fora do intervalo de confian\u00e7a.<\/p>\n<p> Portanto, se o n\u00edvel de confian\u00e7a de um intervalo de confian\u00e7a for 1-\u03b1, o n\u00edvel de signific\u00e2ncia desse mesmo intervalo \u00e9 \u03b1.<\/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-3d2a6992d2617e928b124ee26e6d9a5a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{l}\\text{Nivel de confianza}=1-\\alpha\\\\[2ex]\\text{Nivel de significaci\\'on}=\\alpha\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"54\" width=\"207\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> Por exemplo, se o n\u00edvel de confian\u00e7a de um intervalo de confian\u00e7a for 95%, o seu n\u00edvel de signific\u00e2ncia ser\u00e1 5%. Isto significa que se repetirmos o estudo estat\u00edstico 100 vezes, 95 vezes obteremos um resultado que coincide com o da popula\u00e7\u00e3o real, enquanto 5 vezes obteremos um resultado errado. <\/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\/nivel-de-significancia\/\">Qual \u00e9 o n\u00edvel de signific\u00e2ncia?<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Este artigo explica qual \u00e9 o n\u00edvel de confian\u00e7a nas estat\u00edsticas. Assim voc\u00ea encontrar\u00e1 o que significa o n\u00edvel de confian\u00e7a nas estat\u00edsticas, uma tabela com os n\u00edveis de confian\u00e7a mais utilizados e a diferen\u00e7a entre o n\u00edvel de confian\u00e7a e o n\u00edvel de signific\u00e2ncia. Qual \u00e9 o n\u00edvel de confian\u00e7a? Nas estat\u00edsticas, o n\u00edvel [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-240","post","type-post","status-publish","format-standard","hentry","category-estatisticas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 Qual \u00e9 o n\u00edvel de confian\u00e7a? 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