{"id":2541,"date":"2023-07-21T20:06:55","date_gmt":"2023-07-21T20:06:55","guid":{"rendered":"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/"},"modified":"2023-07-21T20:06:55","modified_gmt":"2023-07-21T20:06:55","slug":"pengukuran-berulang-anova-en-sas","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/","title":{"rendered":"Bagaimana melakukan pengukuran berulang anova di sas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/id\/anova-pengukuran-berulang\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA pengukuran berulang<\/a> digunakan untuk menentukan apakah terdapat perbedaan yang signifikan secara statistik antara rata-rata tiga kelompok atau lebih di mana subjek yang sama muncul di setiap kelompok.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini memberikan contoh langkah demi langkah tentang cara melakukan pengukuran berulang ANOVA di SAS.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Langkah 1: Buat datanya<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan seorang peneliti ingin mengetahui apakah empat obat yang berbeda menyebabkan waktu reaksi yang berbeda. Untuk mengujinya, ia mengukur waktu reaksi lima pasien terhadap empat obat berbeda.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Waktu reaksi ditunjukkan di bawah ini:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22570 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/repetersas1.jpg\" alt=\"\" width=\"345\" height=\"151\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan kode berikut untuk membuat dataset ini di 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: #000000;\"><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> Subject Drug Value;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 1 30\n1 2 28\n1 3 16\n1 4 34\n2 1 14\n2 2 18\n2 3 10\n2 4 22\n3 1 24\n3 2 20\n3 3 18\n3 4 30\n4 1 38\n4 2 34\n4 3 20\n4 4 44\n5 1 26\n5 2 28\n5 3 14\n5 4 30\n;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/span><\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Langkah 2: Lakukan tindakan berulang ANOVA<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Selanjutnya, kita akan menggunakan <strong>proc glm<\/strong> untuk melakukan tindakan berulang ANOVA:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">\/*perform repeated measures ANOVA*\/\n<\/span><span style=\"color: #800080;\">proc glm<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n\t<span style=\"color: #3366ff;\">class<\/span> Subject Drug;\n\t<span style=\"color: #3366ff;\">model<\/span> Value = Subject Drug;<\/span>\nrun;<\/span><\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Langkah 3: Interpretasikan hasilnya<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Hasilnya dapat kita analisis tabel ANOVA:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22571 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/repetersas2.jpg\" alt=\"\" width=\"450\" height=\"420\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Satu-satunya nilai yang kita minati adalah nilai F dan nilai p yang sesuai untuk obat tersebut, karena kita ingin mengetahui apakah keempat obat yang berbeda menyebabkan waktu reaksi yang berbeda.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Nilai F obat : <strong>24,76<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai p untuk obat: <strong>&lt;0,0001<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ingatlah bahwa ANOVA pengukuran berulang menggunakan hipotesis nol dan alternatif berikut:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> Semua mean grup adalah sama.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> Setidaknya rata-rata satu kelompok berbeda <sub>&nbsp;<\/sub> istirahat.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Karena nilai p untuk obat tersebut (&lt;0,0001) kurang dari \u03b1 = 0,05, kami menolak hipotesis nol.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Artinya kita mempunyai cukup bukti untuk mengatakan bahwa waktu respon rata-rata tidak sama antara keempat obat yang berbeda.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut memberikan informasi tambahan tentang pengukuran berulang ANOVA:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/anova-pengukuran-berulang\/\" target=\"_blank\" rel=\"noopener\">Pengantar ANOVA Tindakan Berulang<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/anova-mengulangi-pengukuran-dengan-tangan\/\" target=\"_blank\" rel=\"noopener\">Cara Melakukan ANOVA Pengukuran Berulang Secara Manual<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/anova-satu-arah-vs-pengukuran-berulang-anova\/\" target=\"_blank\" rel=\"noopener\">ANOVA satu arah dan ANOVA tindakan berulang: perbedaannya<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ANOVA pengukuran berulang digunakan untuk menentukan apakah terdapat perbedaan yang signifikan secara statistik antara rata-rata tiga kelompok atau lebih di mana subjek yang sama muncul di setiap kelompok. Tutorial ini memberikan contoh langkah demi langkah tentang cara melakukan pengukuran berulang ANOVA di SAS. Langkah 1: Buat datanya Misalkan seorang peneliti ingin mengetahui apakah empat obat [&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 Pengukuran Berulang ANOVA di SAS - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara melakukan ANOVA pengukuran berulang di SAS, termasuk contoh langkah demi langkah.\" \/>\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\/pengukuran-berulang-anova-en-sas\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Melakukan Pengukuran Berulang ANOVA di SAS - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara melakukan ANOVA pengukuran berulang di SAS, termasuk contoh langkah demi langkah.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T20:06:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/repetersas1.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\/pengukuran-berulang-anova-en-sas\/\",\"url\":\"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/\",\"name\":\"Cara Melakukan Pengukuran Berulang ANOVA di SAS - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-21T20:06:55+00:00\",\"dateModified\":\"2023-07-21T20:06:55+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara melakukan ANOVA pengukuran berulang di SAS, termasuk contoh langkah demi langkah.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/pengukuran-berulang-anova-en-sas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bagaimana melakukan pengukuran berulang anova 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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