{"id":2593,"date":"2023-07-21T14:28:31","date_gmt":"2023-07-21T14:28:31","guid":{"rendered":"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/"},"modified":"2023-07-21T14:28:31","modified_gmt":"2023-07-21T14:28:31","slug":"tes-wilk-shapiro-di-sas","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/","title":{"rendered":"Cara melakukan tes shapiro-wilk di sas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Uji Shapiro-Wilk<\/strong> digunakan untuk mengetahui apakah suatu kumpulan data mengikuti distribusi normal atau tidak.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh langkah demi langkah berikut menunjukkan cara melakukan pengujian Shapiro-Wilk untuk kumpulan data di SAS.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><b>Langkah 1: Buat datanya<\/b><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Pertama, kita akan membuat kumpulan data yang berisi 15 observasi:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> x;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n3\n3\n4\n6\n7\n8\n8\n9\n12\n14\n15\n15\n17\n20\n21\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22918 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/shapirosas1.jpg\" alt=\"\" width=\"83\" height=\"401\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><b>Langkah 2: Lakukan tes Shapiro-Wilk<\/b><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Selanjutnya, kita akan menggunakan <strong>proc univariate<\/strong> dengan perintah <strong>normal<\/strong> untuk melakukan uji normalitas Shapiro-Wilk:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*perform Shapiro-Wilk test*\/<\/span>\n<span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">normal<\/span> ; \n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22919\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/shapirosas2.jpg\" alt=\"Tes Shapiro-Wilk di SAS\" width=\"422\" height=\"716\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Hasilnya memberi kita banyak informasi, namun satu-satunya tabel yang perlu kita lihat adalah tabel yang disebut <strong>Normality Tests<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tabel ini memberikan statistik uji dan nilai p untuk beberapa uji normalitas, antara lain:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Tes Shapiro-Wilk<\/span><\/li>\n<li> <span style=\"color: #000000;\">Tes Kolmogorov-Smirnov<\/span><\/li>\n<li> <span style=\"color: #000000;\">Tes Cramer-von Mises<\/span><\/li>\n<li> <span style=\"color: #000000;\">Tes Anderson-Darling<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dari tabel ini terlihat bahwa p-value uji Shapiro-Wilk adalah <strong>0,3452<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ingatlah bahwa tes Shapiro-Wilk menggunakan hipotesis nol dan <a href=\"https:\/\/statorials.org\/id\/pengujian-hipotesis-1\/\" target=\"_blank\" rel=\"noopener\">hipotesis<\/a> alternatif berikut:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub><\/strong> : Data berdistribusi normal.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub><\/strong> : Data <em>tidak<\/em> berdistribusi normal.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Karena nilai p ( <strong>0,3452<\/strong> ) tidak kurang dari 0,05, kami gagal menolak hipotesis nol.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Artinya kita tidak memiliki cukup bukti untuk mengatakan bahwa kumpulan data tersebut tidak terdistribusi secara normal.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dengan kata lain, dapat diasumsikan bahwa dataset berdistribusi normal.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">Sumber daya tambahan<\/span><\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan uji statistik umum lainnya di SAS:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan tes Kolmogorov-Smirnov di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kualitas-chi-kuadrat-dari-uji-kecocokan-di-sas\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan uji kesesuaian chi-kuadrat di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tes-yang-tepat-dari-nelayan-di-airlock\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan tes eksak Fisher di SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uji Shapiro-Wilk digunakan untuk mengetahui apakah suatu kumpulan data mengikuti distribusi normal atau tidak. Contoh langkah demi langkah berikut menunjukkan cara melakukan pengujian Shapiro-Wilk untuk kumpulan data di SAS. Langkah 1: Buat datanya Pertama, kita akan membuat kumpulan data yang berisi 15 observasi: \/*create dataset*\/ data my_data; input x; datalines ; 3 3 4 6 [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Cara Melakukan Tes Shapiro-Wilk di SAS \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara melakukan tes normalitas Shapiro-Wilk di SAS, termasuk contoh lengkapnya.\" \/>\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\/id\/tes-wilk-shapiro-di-sas\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Melakukan Tes Shapiro-Wilk di SAS \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara melakukan tes normalitas Shapiro-Wilk di SAS, termasuk contoh lengkapnya.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T14:28:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/shapirosas1.jpg\" \/>\n<meta name=\"author\" content=\"Benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/\",\"url\":\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/\",\"name\":\"Cara Melakukan Tes Shapiro-Wilk di SAS \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-21T14:28:31+00:00\",\"dateModified\":\"2023-07-21T14:28:31+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara melakukan tes normalitas Shapiro-Wilk di SAS, termasuk contoh lengkapnya.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/tes-wilk-shapiro-di-sas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara melakukan tes shapiro-wilk di sas\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/id\/#website\",\"url\":\"https:\/\/statorials.org\/id\/\",\"name\":\"Statorials\",\"description\":\"Panduan anda untuk kompetensi statistik!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/id\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\",\"name\":\"Benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin anderson\"},\"description\":\"Halo, saya Benjamin, pensiunan profesor statistika yang menjadi guru Statorial yang berdedikasi. 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