{"id":67765,"date":"2019-02-14T07:53:32","date_gmt":"2019-02-14T15:53:32","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/?p=67765"},"modified":"2024-11-05T11:11:38","modified_gmt":"2024-11-05T18:11:38","slug":"testes-nao-parametricos","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/pt-br\/testes-nao-parametricos\/","title":{"rendered":"O que s\u00e3o testes n\u00e3o param\u00e9tricos?"},"content":{"rendered":"\n<p>Os testes n\u00e3o param\u00e9tricos, tamb\u00e9m conhecidos como testes de distribui\u00e7\u00e3o gratuita, s\u00e3o aqueles baseados em certas hip\u00f3teses, mas que n\u00e3possuem uma organiza\u00e7\u00e3o normal. Geralmente, cont\u00eam resultados estat\u00edsticos provenientes de suas ordena\u00e7\u00f5es, o que os torna mais f\u00e1ceis de entender.<\/p>\n\n\n\n<p>Testes n\u00e3o param\u00e9tricos t\u00eam algumas limita\u00e7\u00f5es, entre eles, est\u00e1 que n\u00e3o s\u00e3o fortes suficientemente fortes quando uma hip\u00f3tese normal \u00e9 preenchida. Isso pode fazer com que n\u00e3o seja rejeitado, mesmo que seja falso. Outra de suas limita\u00e7\u00f5es \u00e9 que necessitam que a hip\u00f3tese seja alterada quando o teste n\u00e3o corresponde \u00e0 quest\u00e3o do procedimento se a amostra n\u00e3o for proporcional.<\/p>\n\n\n\n<p>Algumas das caracter\u00edsticas dos testes s\u00e3o:<\/p>\n\n\n\n<ul>\n<li>\u00c9 um m\u00e9todo de medi\u00e7\u00e3o dif\u00edcil de aplicar.<\/li>\n\n\n\n<li>\u00c9 necess\u00e1rio realizar testes de hip\u00f3teses.<\/li>\n\n\n\n<li>As hip\u00f3teses s\u00e3o rigorosas.<\/li>\n\n\n\n<li>As observa\u00e7\u00f5es devem ser independentes.<\/li>\n<\/ul>\n\n\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tipos de testes n\u00e3o param\u00e9tricos e sua aplica\u00e7\u00e3o<\/strong><\/h2>\n\n\n\n<p>Os tipos de testes n\u00e3o param\u00e9tricos s\u00e3o:<\/p>\n\n\n\n<ul>\n<li>Sinais d<a href=\"https:\/\/www.questionpro.com\/blog\/pt-br\/teste-t\/#:~:text=Em%20resumo%2C%20o%20teste%20para,da%20popula%C3%A7%C3%A3o%20%C3%A9%20estatisticamente%20significativa.\">e teste de uma amostra.<\/a><\/li>\n\n\n\n<li>Wilcoxon assinou teste de sinal.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.questionpro.com\/blog\/pt-br\/teste-u-de-mann-whitney\/#:~:text=distribui%C3%A7%C3%B5es%20dos%20dados.-,Como%20funciona%20o%20teste%20Mann%2DWhitney%20U%3F,grupos%2C%20refletindo%20a%20mesma%20popula%C3%A7%C3%A3o.\">Teste U de Mann-Whitney.<\/a><\/li>\n\n\n\n<li>Kruskal-Wallis.<\/li>\n\n\n\n<li>Teste da mediana do humor.<\/li>\n\n\n\n<li>Teste de Friedman.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Vantagens dos testes n\u00e3o param\u00e9tricos<\/strong><\/h2>\n\n\n\n<p>As vantagens dos testes n\u00e3o param\u00e9tricos s\u00e3o:<\/p>\n\n\n\n<ul>\n<li>Podem ser usados \u200b\u200bem diferentes situa\u00e7\u00f5es, desde que n\u00e3o tenham que obedecer a par\u00e2metros estritos.<\/li>\n\n\n\n<li>Geralmente, seus m\u00e9todos s\u00e3o mais simples, o que os torna mais f\u00e1ceis de entender.<\/li>\n\n\n\n<li>Podem ser aplicados em<a href=\"https:\/\/www.questionpro.com\/blog\/pt-br\/analise-de-dados-de-pesquisa-qualitativa\/\"> dados n\u00e3o num\u00e9ricos.<\/a><\/li>\n\n\n\n<li>Facilita a obten\u00e7\u00e3o da informa\u00e7\u00e3o individual mais importante e apropriada para o processo de pesquisa.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Desvantagens<\/strong><\/h2>\n\n\n\n<p>As desvantagens dos testes n\u00e3o param\u00e9tricos s\u00e3o:<\/p>\n\n\n\n<ul>\n<li>N\u00e3o s\u00e3o testes sistem\u00e1ticos.<\/li>\n\n\n\n<li>A distribui\u00e7\u00e3o varia, o que dificulta a sele\u00e7\u00e3o da escolha correta.<\/li>\n\n\n\n<li>Os formatos de aplicativos s\u00e3o diferentes e causam confus\u00e3o.<\/li>\n\n\n\n<li>\u00c9 poss\u00edvel que a informa\u00e7\u00e3o seja perdida porque os dados coletados se tornam informa\u00e7\u00f5es qualitativas.<\/li>\n\n\n\n<li>Pode ser necess\u00e1rio ter fontes e um apoio mais pesado.<\/li>\n<\/ul>\n\n\n\n<p>Esse tipo de estat\u00edstica pode ser usado sem o tamanho da amostra ou a estimativa de qualquer par\u00e2metro relacionado para o qual n\u00e3o h\u00e1 informa\u00e7\u00f5es. Como as suposi\u00e7\u00f5es s\u00e3o pequenas, elas podem ser aplicadas de v\u00e1rias maneiras.<\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">Para agilizar seu processo de trabalho e para que tenha recursos que enriquecem seu projeto de pesquisa, utilize uma plataforma online de pesquisa, te convido a conhecer a<\/span><a href=\"https:\/\/www.questionpro.com\/pt-br\/\"><span style=\"font-weight: 400;\"> Questionpro<\/span><\/a><span style=\"font-weight: 400;\">, uma solu\u00e7\u00e3o completa em pesquisa e intelig\u00eancia de mercado.<\/span><\/p>\n\n\n\n<center>\n<a href=\"https:\/\/contactar.questionpro.com\/signup-brazil?custom1=testenaoparametrico\">\n<button style=\"background: #ff9f00;\">Criar conta gr\u00e1tis<\/button>\n<\/a>\n<a href=\"https:\/\/www.questionpro.com\/pt-br\/tour\/#ancora-formulario\">\n<button>Agendar demonstra\u00e7\u00e3o<\/button>\n<\/a>\n<\/center>\n\n","protected":false},"excerpt":{"rendered":"<p>Os testes n\u00e3o param\u00e9tricos, tamb\u00e9m conhecidos como testes de distribui\u00e7\u00e3o gratuita, s\u00e3o aqueles baseados em certas hip\u00f3teses, mas que n\u00e3possuem [&hellip;]<\/p>\n","protected":false},"author":79,"featured_media":66030,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[243,223],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Testes n\u00e3o param\u00e9tricos: o que s\u00e3o e como utiliz\u00e1-lo em seu projeto<\/title>\n<meta name=\"description\" content=\"Testes n\u00e3o param\u00e9tricos s\u00e3o conhecidos como testes de distribui\u00e7\u00e3o gratuita e s\u00e3o baseados em hip\u00f3teses e esses 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