{"id":2553,"date":"2023-07-21T18:35:34","date_gmt":"2023-07-21T18:35:34","guid":{"rendered":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/"},"modified":"2023-07-21T18:35:34","modified_gmt":"2023-07-21T18:35:34","slug":"menormalkan-data-di-airlock","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/","title":{"rendered":"Cara menormalkan data di sas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Untuk \u201cmenormalkan\u201d sekumpulan nilai data berarti menskalakan nilai sedemikian rupa sehingga rata-rata semua nilai adalah 0 dan simpangan bakunya adalah 1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara normalisasi data di SAS.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh: Cara normalisasi data di SAS<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki kumpulan data berikut:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22687 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norme1.jpg\" alt=\"\" width=\"79\" height=\"377\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Selesaikan langkah-langkah berikut untuk menormalkan kumpulan nilai data ini di SAS.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Langkah 1: Buat kumpulan data<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Pertama, mari gunakan kode berikut untuk membuat dataset di SAS:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> values;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n12\n14\n15\n15\n16\n17\n18\n20\n24\n25\n26\n29\n32\n34\n37\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view mean and standard deviation of dataset*\/\n<\/span><span style=\"color: #800080;\">proc means<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data <span style=\"color: #3366ff;\">Mean StdDev<\/span> ndec= <span style=\"color: #008000;\">3<\/span> ; \n   <span style=\"color: #3366ff;\">var<\/span> values;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22689 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norme3.jpg\" alt=\"\" width=\"191\" height=\"112\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Dari hasil tersebut terlihat bahwa mean dataset adalah <strong>22.267<\/strong> dan standar deviasinya adalah <strong>7.968<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Langkah 2: Normalisasikan Kumpulan Data<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Selanjutnya, kita akan menggunakan <strong>proc stdize<\/strong> untuk menormalkan dataset:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*normalize the dataset*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc stdize<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data <span style=\"color: #3366ff;\">out<\/span> =normalized_data;\n   <span style=\"color: #3366ff;\">var<\/span> values;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*print normalized dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =normalized_data;\n \n<span style=\"color: #008000;\">\/*view mean and standard deviation of normalized dataset*\/\n<\/span><span style=\"color: #800080;\">proc means<\/span> <span style=\"color: #3366ff;\">data<\/span> =normalized_data <span style=\"color: #3366ff;\">Mean<\/span> <span style=\"color: #3366ff;\">StdDev<\/span> ndec= <span style=\"color: #008000;\">2<\/span> ; \n   <span style=\"color: #3366ff;\">var<\/span> values;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22688 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norme2.jpg\" alt=\"\" width=\"168\" height=\"538\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Dari hasilnya terlihat bahwa mean dari dataset yang dinormalisasi adalah <strong>0<\/strong> dan standar deviasinya adalah <strong>1<\/strong> .<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Langkah 3: Interpretasikan data yang dinormalisasi<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">SAS menggunakan rumus berikut untuk menormalkan nilai data:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Nilai yang dinormalisasi = (x \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ s<\/span><\/p>\n<p> <span style=\"color: #000000;\">Emas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x = nilai data<\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"text-decoration: overline;\">x<\/span> = rata-rata kumpulan data<\/span><\/li>\n<li> <span style=\"color: #000000;\">s = deviasi standar kumpulan data<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Setiap nilai yang dinormalisasi memberi tahu kita jumlah deviasi standar antara nilai data asli dan mean.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, pertimbangkan titik data \u201c12\u201d dalam kumpulan data asli kami. Rata-rata sampel asli adalah 22,267 dan standar deviasi sampel asli adalah 7,968.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Nilai normalisasi untuk &#8220;12&#8221; ternyata -1,288, dihitung sebagai berikut:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Nilai normalisasi = (x \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ s = (12 \u2013 22.267) \/ 7.968 = <strong>-1.288<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Hal ini menunjukkan bahwa nilai \u201c12\u201d adalah <strong>1,288 standar deviasi lebih rendah dari rata-rata<\/strong> kumpulan data asli.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Setiap nilai yang dinormalisasi dalam kumpulan data dapat membantu kita memahami seberapa dekat atau jauh nilai data tertentu dari mean.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Nilai ternormalisasi yang kecil menunjukkan bahwa suatu nilai mendekati mean, sedangkan nilai ternormalisasi yang besar menunjukkan bahwa suatu nilai jauh dari mean.<\/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 tugas umum lainnya di SAS:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/prosedur-ringkasan-di-sas\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan ringkasan prosedur di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/korelasi-di-airlock\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung korelasi di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tabel-frekuensi-sas\/\" target=\"_blank\" rel=\"noopener\">Cara membuat tabel frekuensi di SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Untuk \u201cmenormalkan\u201d sekumpulan nilai data berarti menskalakan nilai sedemikian rupa sehingga rata-rata semua nilai adalah 0 dan simpangan bakunya adalah 1. Tutorial ini menjelaskan cara normalisasi data di SAS. Contoh: Cara normalisasi data di SAS Misalkan kita memiliki kumpulan data berikut: Selesaikan langkah-langkah berikut untuk menormalkan kumpulan nilai data ini di SAS. Langkah 1: Buat [&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 menormalkan data di SAS - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara normalisasi data 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\/menormalkan-data-di-airlock\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menormalkan data di SAS - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara normalisasi data di SAS, dengan contoh lengkap.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T18:35:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norme1.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=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/\",\"url\":\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/\",\"name\":\"Cara menormalkan data di SAS - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-21T18:35:34+00:00\",\"dateModified\":\"2023-07-21T18:35:34+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara normalisasi data di SAS, dengan contoh lengkap.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menormalkan data 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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya\",\"sameAs\":[\"http:\/\/statorials.org\/id\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Cara menormalkan data di SAS - Statologi","description":"Tutorial ini menjelaskan cara normalisasi data di SAS, dengan contoh lengkap.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/","og_locale":"id_ID","og_type":"article","og_title":"Cara menormalkan data di SAS - Statologi","og_description":"Tutorial ini menjelaskan cara normalisasi data di SAS, dengan contoh lengkap.","og_url":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/","og_site_name":"Statorials","article_published_time":"2023-07-21T18:35:34+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/norme1.jpg"}],"author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"2 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/","url":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/","name":"Cara menormalkan data di SAS - Statologi","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-21T18:35:34+00:00","dateModified":"2023-07-21T18:35:34+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara normalisasi data di SAS, dengan contoh lengkap.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/menormalkan-data-di-airlock\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Cara menormalkan data 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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya","sameAs":["http:\/\/statorials.org\/id"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/2553"}],"collection":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/comments?post=2553"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/2553\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=2553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=2553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=2553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}