{"id":4619,"date":"2023-07-09T14:06:39","date_gmt":"2023-07-09T14:06:39","guid":{"rendered":"https:\/\/statorials.org\/id\/sas-proc-stdize\/"},"modified":"2023-07-09T14:06:39","modified_gmt":"2023-07-09T14:06:39","slug":"sas-proc-stdize","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/sas-proc-stdize\/","title":{"rendered":"Cara menggunakan proc stdize di sas (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Menstandarkan<\/strong> suatu variabel berarti menskalakan setiap nilai variabel sedemikian rupa sehingga nilai rata-ratanya adalah 0 dan simpangan bakunya adalah 1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan rumus berikut untuk membakukan suatu variabel<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>( <sub>xi<\/sub> \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ dtk<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Emas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x <sub>i<\/sub><\/strong> : nilai <sup>ke-i<\/sup> dari kumpulan data<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">x<\/span><\/strong> : Maksud sampel<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s<\/strong> : simpangan baku sampel<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Cara termudah untuk membakukan variabel di SAS adalah dengan menggunakan pernyataan <strong>PROC STDIZE<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan bagaimana menggunakan pernyataan ini dalam praktik.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Cara menggunakan PROC STDIZE di SAS<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki kumpulan data berikut di SAS yang berisi informasi tentang berbagai pemain bola basket:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create first dataset*\/ \n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> player $ points assists rebounds;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nA 18 3 15\nB 20 3 14\nC 19 4 14\nD 14 5 10\nE 14 4 8\nF 15 7 14\nG 20 8 13\nH 28 7 9\nI 30 6 5\nJ 0 31 9 4\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<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36046 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/stdize1.png\" alt=\"\" width=\"327\" height=\"306\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan pernyataan <strong>PROC STDIZE<\/strong> untuk membuat kumpulan data baru yang menstandarkan setiap variabel numerik dalam kumpulan data:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*standardize all numeric variables in dataset*\/\n<\/span><span style=\"color: #800080;\">proc stdize<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">out<\/span> =std_data;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view new dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =std_data;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36047 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/stdize2.png\" alt=\"\" width=\"340\" height=\"304\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Masing-masing variabel numerik (poin, assist, rebound) distandarisasi agar memiliki rata-rata 0 dan deviasi standar 1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa kita juga dapat menggunakan pernyataan <strong>VAR<\/strong> untuk menentukan variabel mana yang akan dinormalisasi.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, kita dapat menggunakan pernyataan <strong>PROC STDIZE<\/strong> berikut dengan pernyataan <strong>VAR<\/strong> untuk menormalkan variabel poin saja:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*standardize points variable in dataset*\/\n<\/span><span style=\"color: #800080;\">proc stdize<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">out<\/span> =std_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view new dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =std_data;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36048 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/stdize3.png\" alt=\"\" width=\"339\" height=\"305\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Nilai pada kolom poin telah distandarisasi sementara semua kolom lainnya tetap utuh.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan pernyataan <strong>PROC MEANS<\/strong> untuk memverifikasi bahwa variabel poin sekarang memiliki nilai rata-rata 0 dan deviasi standar 1:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #008000;\"><strong>\/*view mean and standard deviation of each variable*\/<\/strong><\/span>\n<strong><span style=\"color: #800080;\">proc means<\/span> <span style=\"color: #3366ff;\">data<\/span> =std_data;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-36049 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/stdize4.png\" alt=\"\" width=\"465\" height=\"130\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita melihat bahwa variabel poin memiliki nilai rata-rata 0 dan deviasi standar 1.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\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\/sas-menghapus-baris-dengan-nilai-yang-hilang\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus baris dengan nilai yang hilang di SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tanpa-standar-deviasi\/\" target=\"_blank\" rel=\"noopener\">Cara Menghitung Deviasi Standar di SAS (3 Contoh)<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/z-skor-sas\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung skor Z di SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Menstandarkan suatu variabel berarti menskalakan setiap nilai variabel sedemikian rupa sehingga nilai rata-ratanya adalah 0 dan simpangan bakunya adalah 1. Anda dapat menggunakan rumus berikut untuk membakukan suatu variabel ( xi \u2013 x ) \/ dtk Emas: x i : nilai ke-i dari kumpulan data x : Maksud sampel s : simpangan baku sampel Cara [&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 Menggunakan PROC STDIZE di SAS (dengan Contoh) - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggunakan PROC STDIZE di SAS untuk menstandardisasi satu atau lebih variabel numerik dalam kumpulan data di SAS, termasuk contohnya.\" \/>\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\/sas-proc-stdize\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Menggunakan PROC STDIZE di SAS (dengan Contoh) - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggunakan PROC STDIZE di SAS untuk menstandardisasi satu atau lebih variabel numerik dalam kumpulan data di SAS, termasuk contohnya.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/sas-proc-stdize\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-09T14:06:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/stdize1.png\" \/>\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\/sas-proc-stdize\/\",\"url\":\"https:\/\/statorials.org\/id\/sas-proc-stdize\/\",\"name\":\"Cara Menggunakan PROC STDIZE di SAS (dengan Contoh) - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-09T14:06:39+00:00\",\"dateModified\":\"2023-07-09T14:06:39+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggunakan PROC STDIZE di SAS untuk menstandardisasi satu atau lebih variabel numerik dalam kumpulan data di SAS, termasuk contohnya.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/sas-proc-stdize\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/sas-proc-stdize\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/sas-proc-stdize\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggunakan proc stdize di sas (dengan contoh)\"}]},{\"@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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