{"id":2634,"date":"2023-07-21T10:01:52","date_gmt":"2023-07-21T10:01:52","guid":{"rendered":"https:\/\/statorials.org\/pt\/amostra-aleatoria-sas\/"},"modified":"2023-07-21T10:01:52","modified_gmt":"2023-07-21T10:01:52","slug":"amostra-aleatoria-sas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/amostra-aleatoria-sas\/","title":{"rendered":"Como selecionar uma amostra aleat\u00f3ria no sas: com exemplos"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Aqui est\u00e3o as duas maneiras mais comuns de selecionar uma <a href=\"https:\/\/statorials.org\/pt\/metodos-de-amostragem\/\" target=\"_blank\" rel=\"noopener\">amostra aleat\u00f3ria simples<\/a> de linhas de um conjunto de dados no SAS:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: Selecione uma amostra aleat\u00f3ria usando o tamanho da amostra<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc surveyselect<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data\n    <span style=\"color: #3366ff;\">out<\/span> =random_sample\n    <span style=\"color: #3366ff;\">method<\/span> =srs <span style=\"color: #008000;\">\/*specify simple random sampling as sampling method*\/<\/span>\n    <span style=\"color: #3366ff;\">sampsize<\/span> =3 <span style=\"color: #008000;\">\/*select 3 observations randomly*\/<\/span>\n    <span style=\"color: #3366ff;\">seed<\/span> =123; <span style=\"color: #008000;\">\/*set seed to make this example reproducible*\/<\/span>\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: Selecione uma amostra aleat\u00f3ria usando a propor\u00e7\u00e3o do total de observa\u00e7\u00f5es<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc surveyselect<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data\n    <span style=\"color: #3366ff;\">out<\/span> =random_sample\n    <span style=\"color: #3366ff;\">method<\/span> =srs <span style=\"color: #008000;\">\/*specify simple random sampling as sampling method*\/<\/span>\n    <span style=\"color: #3366ff;\">samprate<\/span> =0.2 <span style=\"color: #008000;\">\/*select 20% of all observations randomly*\/<\/span>\n    <span style=\"color: #3366ff;\">seed<\/span> =123; <span style=\"color: #008000;\">\/*set seed to make this example reproducible*\/<\/span>\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo com o seguinte conjunto de dados no SAS:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $pointsrebounds;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nWarriors 25 8\nWizards 18 12\nRockets 22 6\nCeltics 24 11\nThunder 27 14\nSpurs 33 19\nNets 31 20\nMavericks 34 10\nKings 22 11\nPelicans 39 23\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/<\/span>\n<span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> = original_data;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-23239 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/aleatoiresas1.jpg\" alt=\"\" width=\"248\" height=\"283\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 1: Selecione uma amostra aleat\u00f3ria usando o tamanho da amostra<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como selecionar uma amostra aleat\u00f3ria de observa\u00e7\u00f5es do conjunto de dados usando um tamanho de amostra de n=3:<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">\/*select random sample*\/<\/span>\n<span style=\"color: #800080;\">proc surveyselect<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data\n    <span style=\"color: #3366ff;\">out<\/span> =random_sample\n    <span style=\"color: #3366ff;\">method<\/span> =srs\n    <span style=\"color: #3366ff;\">sampsize<\/span> =3\n    <span style=\"color: #3366ff;\">seed<\/span> =123;\n<span style=\"color: #800080;\">run<\/span> ;<\/span>\n\n\/*view random sample*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =random_sample;<\/span><\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23240 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/aleatoiresas3.jpg\" alt=\"\" width=\"262\" height=\"114\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Podemos ver que tr\u00eas linhas foram selecionadas aleatoriamente do conjunto de dados original.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Exemplo 2: Selecione uma amostra aleat\u00f3ria usando a propor\u00e7\u00e3o do total de observa\u00e7\u00f5es<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como selecionar uma amostra aleat\u00f3ria de observa\u00e7\u00f5es do conjunto de dados usando a fun\u00e7\u00e3o <strong>samprate<\/strong> para especificar que queremos que a amostra aleat\u00f3ria represente 20% de todas as observa\u00e7\u00f5es originais:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*select random sample*\/<\/span>\nproc surveyselect<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data\n    <span style=\"color: #3366ff;\">out<\/span> =random_sample\n    <span style=\"color: #3366ff;\">method<\/span> =srs\n    <span style=\"color: #3366ff;\">samprate<\/span> =0.2\n    <span style=\"color: #3366ff;\">seed<\/span> =123;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*view random sample*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =random_sample;<\/span><\/span><\/span>\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23241 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/aleatoiresas2.jpg\" alt=\"\" width=\"268\" height=\"92\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Podemos ver que 20% do total de observa\u00e7\u00f5es (20% * 10 observa\u00e7\u00f5es = <strong>2<\/strong> ) do conjunto de dados original foram selecionados aleatoriamente para fazer parte de nossa amostra.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como executar outras tarefas comuns no SAS:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/procedimento-resumido-em-sas\/\" target=\"_blank\" rel=\"noopener\">Como usar o resumo do procedimento no SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/sas-renomeando-variaveis\/\" target=\"_blank\" rel=\"noopener\">Como renomear vari\u00e1veis no SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/sem-criar-novas-variaveis\/\" target=\"_blank\" rel=\"noopener\">Como criar novas vari\u00e1veis no SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aqui est\u00e3o as duas maneiras mais comuns de selecionar uma amostra aleat\u00f3ria simples de linhas de um conjunto de dados no SAS: M\u00e9todo 1: Selecione uma amostra aleat\u00f3ria usando o tamanho da amostra proc surveyselect data =original_data out =random_sample method =srs \/*specify simple random sampling as sampling method*\/ sampsize =3 \/*select 3 observations randomly*\/ seed [&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-2634","post","type-post","status-publish","format-standard","hentry","category-guia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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