{"id":1872,"date":"2023-07-24T15:57:11","date_gmt":"2023-07-24T15:57:11","guid":{"rendered":"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/"},"modified":"2023-07-24T15:57:11","modified_gmt":"2023-07-24T15:57:11","slug":"transformasi-arcsinus-ke-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/","title":{"rendered":"Transformasi arcsine di r (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Transformasi arcsinus<\/strong> dapat digunakan untuk &#8220;memperluas&#8221; titik data antara nilai 0 dan 1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Jenis transformasi ini biasanya digunakan ketika berhadapan dengan proporsi dan persentase.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk melakukan transformasi arcsine di R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>asin(sqrt(x))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Transformasi arcsinus nilai antara 0 dan 1<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara melakukan transformasi arcsinus pada nilai vektor antara 0 dan 1:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#definevector<\/span>\nx &lt;- c(0.1, 0.33, 0.43, 0.5, 0.7)\n\n<span style=\"color: #008080;\">#perform arcsine transformation on values in vector<\/span>\nasin(sqrt(x))\n\n[1] 0.3217506 0.6119397 0.7151675 0.7853982 0.9911566\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Transformasi arcsinus dari nilai di luar rentang 0 hingga 1<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa transformasi arcsinus hanya berfungsi pada nilai antara 0 dan 1. Jadi jika kita memiliki vektor dengan nilai di luar rentang tersebut, kita harus terlebih dahulu mengonversi setiap nilai menjadi antara 0 dan 1.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector with values outside of range 0 to 1<\/span>\nx &lt;- c(2, 14, 16, 30, 48, 78)\n\n<span style=\"color: #008080;\">#create new vector where each value is divided by max value<\/span>\ny &lt;- x \/ max(x)\n\n<span style=\"color: #008080;\">#view new vector\n<\/span>y\n\n[1] 0.02564103 0.17948718 0.20512821 0.38461538 0.61538462 1.00000000\n\n<span style=\"color: #008080;\">#perform arcsine transformation on new vector<\/span>\nasin(sqrt(y))\n\n[1] 0.1608205 0.4374812 0.4700275 0.6689641 0.9018323 1.5707963\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 3: Transformasi nilai arcsinus dalam bingkai data<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara melakukan transformasi nilai arcsinus dalam kolom tertentu dari bingkai data:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(.2, .3, .4, .4, .7),\n                 var2=c(.1, .2, .2, .2, .3),\n                 var3=c(.04, .09, .1, .12, .2))\n\n<span style=\"color: #008080;\">#perform arcsine transformation on values in 'var1' column\n<\/span>asin(sqrt(df$var1))\n\n[1] 0.4636476 0.5796397 0.6847192 0.6847192 0.9911566\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dan kode berikut menunjukkan cara melakukan transformasi nilai arcsinus di beberapa kolom bingkai data:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(.2, .3, .4, .4, .7),\n                 var2=c(.1, .2, .2, .2, .3),\n                 var3=c(.04, .09, .1, .12, .2))\n\n<span style=\"color: #008080;\">#perform arcsine transformation on values in 'var1' and 'var3' columns\n<\/span>sapply(df[ c(' <span style=\"color: #ff0000;\">var1<\/span> ', ' <span style=\"color: #ff0000;\">var3<\/span> ')], <span style=\"color: #008000;\">function<\/span> (x) asin(sqrt(x)))\n\n          var1 var3\n[1,] 0.4636476 0.2013579\n[2,] 0.5796397 0.3046927\n[3,] 0.6847192 0.3217506\n[4,] 0.6847192 0.3537416\n[5,] 0.9911566 0.4636476<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/mengubah-data-menjadi-r\/\" target=\"_blank\" rel=\"noopener\">Cara Mentransformasi Data di R (Log, Akar Kuadrat, Akar Kubus)<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/transformasi-box-cox-ke-r\/\" target=\"_blank\" rel=\"noopener\">Cara melakukan transformasi Box-Cox di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/masuk-r\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi logging di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/fungsi-akar-kuadrat-dalam-r-sqrt\/\" target=\"_blank\" rel=\"noopener\">Cara menggunakan fungsi akar kuadrat di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Transformasi arcsinus dapat digunakan untuk &#8220;memperluas&#8221; titik data antara nilai 0 dan 1. Jenis transformasi ini biasanya digunakan ketika berhadapan dengan proporsi dan persentase. Kita dapat menggunakan sintaks berikut untuk melakukan transformasi arcsine di R: asin(sqrt(x)) Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. Contoh 1: Transformasi arcsinus nilai antara 0 dan 1 Kode [&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>Transformasi Arcsine di R (dengan Contoh)<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara melakukan transformasi arcsinus pada data di R, dengan beberapa contoh.\" \/>\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\/transformasi-arcsinus-ke-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Transformasi Arcsine di R (dengan Contoh)\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara melakukan transformasi arcsinus pada data di R, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T15:57:11+00:00\" \/>\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\/transformasi-arcsinus-ke-r\/\",\"url\":\"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/\",\"name\":\"Transformasi Arcsine di R (dengan Contoh)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-24T15:57:11+00:00\",\"dateModified\":\"2023-07-24T15:57:11+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara melakukan transformasi arcsinus pada data di R, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/transformasi-arcsinus-ke-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Transformasi arcsine di r (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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