{"id":1139,"date":"2023-07-27T13:06:38","date_gmt":"2023-07-27T13:06:38","guid":{"rendered":"https:\/\/statorials.org\/id\/sampel-acak-di-r\/"},"modified":"2023-07-27T13:06:38","modified_gmt":"2023-07-27T13:06:38","slug":"sampel-acak-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/sampel-acak-di-r\/","title":{"rendered":"Cara memilih sampel acak di r: dengan contoh"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Untuk memilih <a href=\"https:\/\/statorials.org\/id\/metode-pengambilan-sampel\/\" target=\"_blank\" rel=\"noopener noreferrer\">sampel acak<\/a> di R, kita dapat menggunakan fungsi <strong>sample()<\/strong> , yang menggunakan sintaks berikut:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">sampel(x, ukuran, ganti=FALSE, masalah=NULL)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">Emas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> vektor elemen yang dapat dipilih.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>ukuran:<\/strong> ukuran sampel.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>replace:<\/strong> apakah akan mengambil sampel dengan penggantian atau tidak. Nilai defaultnya adalah salah.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>prob:<\/strong> vektor bobot probabilitas untuk memperoleh elemen dari vektor. Standarnya adalah NULL.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara menggunakan fungsi ini untuk memilih sampel acak di R dari vektor dan bingkai data.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Sampel acak dari suatu vektor<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memilih sampel acak dari suatu vektor <strong>tanpa pengembalian<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of data<\/span>\ndata &lt;- c(1, 3, 5, 6, 7, 8, 10, 11, 12, 14)\n\n<span style=\"color: #008080;\">#select random sample of 5 elements without replacement\n<\/span>sample(x=data, size=5)\n\n[1] 10 12 5 14 7\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memilih sampel acak dari vektor <strong>dengan penggantian<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of data<\/span>\ndata &lt;- c(1, 3, 5, 6, 7, 8, 10, 11, 12, 14)\n\n<span style=\"color: #008080;\">#select random sample of 5 elements with replacement\n<\/span>sample(x=data, size=5, replace= <span style=\"color: #008000;\">TRUE<\/span> )\n\n[1] 12 1 1 6 14<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Sampel acak dari suatu blok data<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memilih sampel acak dari bingkai data:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(x=c(3, 5, 6, 6, 8, 12, 14),\n                 y=c(12, 6, 4, 23, 25, 8, 9),\n                 z=c(2, 7, 8, 8, 15, 17, 29))\n\n<span style=\"color: #008080;\">#view data frame \n<\/span>df\n\n   X Y Z\n1 3 12 2\n2 5 6 7\n3 6 4 8\n4 6 23 8\n5 8 25 15\n6 12 8 17\n7 14 9 29\n\n<span style=\"color: #008080;\">#select random sample of three rows from data frame<\/span>\nrand_df &lt;- df[ <span style=\"color: #3366ff;\">sample<\/span> ( <span style=\"color: #3366ff;\">nrow<\/span> (df), size= <span style=\"color: #993300;\">3<\/span> ), ]\n\n<span style=\"color: #008080;\">#display randomly selected rows\n<span style=\"color: #000000;\">rand_df\n\n   X Y Z\n4 6 23 8\n7 14 9 29\n1 3 12 2\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Inilah yang terjadi pada potongan kode ini:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong> Untuk memilih subset bingkai data di R, kita menggunakan sintaks berikut: df[baris, kolom]<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong> Pada kode di atas, kita secara acak memilih sampel 3 baris dari bingkai data dan <em>semua<\/em> kolom.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong> Hasil akhirnya adalah subset dari frame data dengan 3 baris yang dipilih secara acak.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Penting untuk dicatat bahwa setiap kali kita menggunakan fungsi <strong>sample()<\/strong> , R akan memilih sampel yang berbeda karena fungsi tersebut memilih nilai secara acak.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Untuk mereproduksi hasil analisis tertentu, pastikan untuk menggunakan <strong>set.seed(some number)<\/strong> sehingga fungsi sample() memilih sampel acak yang sama setiap saat. Misalnya:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<span style=\"color: #000000;\">set.seed(23)<\/span>\n\n#create data frame<\/span>\ndf &lt;- data.frame(x=c(3, 5, 6, 6, 8, 12, 14),\n                 y=c(12, 6, 4, 23, 25, 8, 9),\n                 z=c(2, 7, 8, 8, 15, 17, 29))\n\n<span style=\"color: #008080;\">#select random sample of three rows from data frame<\/span>\nrand_df &lt;- df[ <span style=\"color: #3366ff;\">sample<\/span> ( <span style=\"color: #3366ff;\">nrow<\/span> (df), size= <span style=\"color: #993300;\">3<\/span> ), ]\n\n<span style=\"color: #008080;\">#display randomly selected rows\n<span style=\"color: #000000;\">rand_df\n\n   X Y Z\n5 8 25 15\n2 5 6 7\n6 12 8 17<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Setiap kali Anda menjalankan kode di atas, 3 baris bingkai data yang sama akan dipilih setiap kali.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/pengambilan-sampel-bertingkat-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pengambilan Sampel Berstrata di R (dengan Contoh)<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/pengambilan-sampel-sistematis-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pengambilan Sampel Sistematis di R (dengan Contoh)<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pengambilan Sampel Cluster di R: Dengan Contoh<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Untuk memilih sampel acak di R, kita dapat menggunakan fungsi sample() , yang menggunakan sintaks berikut: sampel(x, ukuran, ganti=FALSE, masalah=NULL) Emas: x: vektor elemen yang dapat dipilih. ukuran: ukuran sampel. replace: apakah akan mengambil sampel dengan penggantian atau tidak. Nilai defaultnya adalah salah. prob: vektor bobot probabilitas untuk memperoleh elemen dari vektor. Standarnya adalah NULL. [&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 Memilih Sampel Acak di R (dengan Contoh) \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memilih sampel acak 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\/sampel-acak-di-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Memilih Sampel Acak di R (dengan Contoh) \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memilih sampel acak di R, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T13:06:38+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=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/\",\"url\":\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/\",\"name\":\"Cara Memilih Sampel Acak di R (dengan Contoh) \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-27T13:06:38+00:00\",\"dateModified\":\"2023-07-27T13:06:38+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memilih sampel acak di R, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/sampel-acak-di-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara memilih sampel acak 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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