{"id":2527,"date":"2023-07-21T21:35:51","date_gmt":"2023-07-21T21:35:51","guid":{"rendered":"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/"},"modified":"2023-07-21T21:35:51","modified_gmt":"2023-07-21T21:35:51","slug":"tes-kolmogorov-smirnov-di-airlock","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/","title":{"rendered":"Cara melakukan tes kolmogorov-smirnov di sas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Uji Kolmogorov-Smirnov<\/strong> digunakan untuk mengetahui apakah suatu sampel berdistribusi normal atau tidak.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Uji ini banyak digunakan karena banyak uji dan prosedur statistik <a href=\"https:\/\/statorials.org\/id\/hipotesis-normalitas\/\" target=\"_blank\" rel=\"noopener\">yang mengasumsikan<\/a> bahwa data berdistribusi normal.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh langkah demi langkah berikut menunjukkan cara melakukan pengujian Kolmogorov-Smirnov pada kumpulan data sampel di SAS.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh: Tes Kolmogorov-Smirnov di SAS<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Pertama, mari buat dataset di SAS dengan ukuran sampel n = 20:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\"><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><\/span><\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">inputValues<\/span> ;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n5.57\n8.32\n8.35\n8.74\n8.75\n9.38\n9.91\n9.96\n10.36\n10.65\n10.77\n10.97\n11.15\n11.18\n11.47\n11.64\n11.88\n12.24\n13.02\n13.19\n;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Selanjutnya, kita akan menggunakan <strong>proc univariate<\/strong> untuk melakukan uji Kolmogorov-Smirnov untuk menentukan apakah sampel berdistribusi normal:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\"><span style=\"color: #008000;\">\/*perform Kolmogorov-Smirnov test*\/\n<\/span><\/span><\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n   <span style=\"color: #3366ff;\">histogram<\/span> Values \/ <span style=\"color: #3366ff;\">normal<\/span> ( <span style=\"color: #3366ff;\">mu<\/span> =est <span style=\"color: #3366ff;\">sigma<\/span> =est);\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Di bagian bawah hasil kita dapat melihat statistik pengujian dan nilai p yang sesuai dari uji Kolmogorov-Smirnov:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22465\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kssas1.jpg\" alt=\"Tes Kolmogorov-Smirnov di SAS\" width=\"335\" height=\"487\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Statistik ujinya adalah <strong>0,1098<\/strong> dan nilai p yang sesuai adalah <strong>&gt;0,150<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ingatlah bahwa uji Kolmogorov-Smirnov menggunakan hipotesis nol dan hipotesis 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 tidak berdistribusi normal.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Karena nilai p pengujian tidak kurang dari 0,05, kami gagal menolak hipotesis nol.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Artinya kita dapat mengasumsikan bahwa dataset terdistribusi normal.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan uji Kolmogorov-Smirnov di software statistik lainnya:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/tes-excel-kolmogorov-smirnov\/\" target=\"_blank\" rel=\"noopener\">Cara Melakukan Tes Kolmogorov-Smirnov di Excel<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-sungai\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan tes Kolmogorov-Smirnov di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kolmogorov-smirnov-menguji-ular-piton\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan tes Kolmogorov-Smirnov dengan Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uji Kolmogorov-Smirnov digunakan untuk mengetahui apakah suatu sampel berdistribusi normal atau tidak. Uji ini banyak digunakan karena banyak uji dan prosedur statistik yang mengasumsikan bahwa data berdistribusi normal. Contoh langkah demi langkah berikut menunjukkan cara melakukan pengujian Kolmogorov-Smirnov pada kumpulan data sampel di SAS. Contoh: Tes Kolmogorov-Smirnov di SAS Pertama, mari buat dataset di SAS [&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 Kolmogorov-Smirnov di SAS - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara melakukan tes Kolmogorov-Smirnov di SAS, dengan contoh lengkap.\" \/>\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-kolmogorov-smirnov-di-airlock\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara melakukan tes Kolmogorov-Smirnov di SAS - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara melakukan tes Kolmogorov-Smirnov di SAS, dengan contoh lengkap.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T21:35:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kssas1.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-kolmogorov-smirnov-di-airlock\/\",\"url\":\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/\",\"name\":\"Cara melakukan tes Kolmogorov-Smirnov di SAS - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-21T21:35:51+00:00\",\"dateModified\":\"2023-07-21T21:35:51+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara melakukan tes Kolmogorov-Smirnov di SAS, dengan contoh lengkap.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/tes-kolmogorov-smirnov-di-airlock\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara melakukan tes kolmogorov-smirnov 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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