{"id":968,"date":"2023-07-28T03:59:32","date_gmt":"2023-07-28T03:59:32","guid":{"rendered":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/"},"modified":"2023-07-28T03:59:32","modified_gmt":"2023-07-28T03:59:32","slug":"pengambilan-sampel-cluster-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/","title":{"rendered":"Pengambilan sampel cluster di r: dengan contoh"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Peneliti sering kali mengambil<\/span> <a href=\"https:\/\/statorials.org\/id\/metode-pengambilan-sampel\/\" target=\"_blank\" rel=\"noopener noreferrer\">sampel<\/a> <span style=\"color: #000000;\">dari suatu populasi dan menggunakan data dari sampel tersebut untuk menarik kesimpulan tentang populasi secara keseluruhan.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Metode pengambilan sampel yang umum digunakan adalah <strong>cluster sampling<\/strong> , yaitu suatu populasi dibagi menjadi beberapa cluster dan seluruh anggota cluster <em>tertentu<\/em> dipilih untuk dimasukkan ke dalam sampel.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara melakukan pengambilan sampel cluster di R.<\/span><\/p>\n<h2> <strong>Contoh: Pengambilan Sampel Cluster di R<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Katakanlah sebuah perusahaan yang menawarkan tur kota ingin mensurvei pelanggannya. Dari sepuluh tur yang mereka tawarkan per hari, mereka secara acak memilih empat tur dan meminta setiap pelanggan menilai pengalaman mereka dalam skala 1 hingga 10.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat bingkai data palsu di R untuk digunakan:<\/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(1)<\/span>\n<\/span>\n<span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(tour = rep(1:10, each=20),\n                 experience = rnorm(200, mean=7, sd=1))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(df)\n\n  tour experience\n1 1 6.373546\n2 1 7.183643\n3 1 6.164371\n4 1 8.595281\n5 1 7.329508\n6 1 6.179532\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dan kode berikut menunjukkan cara mendapatkan sampel pelanggan dengan memilih empat kunjungan secara acak dan memasukkan setiap anggota kunjungan tersebut ke dalam sampel:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#randomly choose 4 tour groups out of the 10<\/span>\nclusters &lt;- sample( <span style=\"color: #3366ff;\">unique<\/span> (df$tour), size=4, replace= <span style=\"color: #008000;\">F<\/span> )\n\n<span style=\"color: #008080;\">#define sample as all members who belong to one of the 4 tour groups<\/span>\ncluster_sample &lt;- df[df$tour <span style=\"color: #3366ff;\">%in%<\/span> clusters, ]\n\n<span style=\"color: #008080;\">#view how many customers came from each tour<\/span>\ntable(cluster_sample$tour)\n\n 2 7 8 10 \n20 20 20 20 \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat bahwa:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">20 pelanggan dari kelompok wisata #2 dimasukkan dalam sampel.<\/span><\/li>\n<li> <span style=\"color: #000000;\">20 pelanggan dari grup tur #7 dimasukkan dalam sampel.<\/span><\/li>\n<li> <span style=\"color: #000000;\">20 pelanggan dari grup tur #8 dimasukkan dalam sampel.<\/span><\/li>\n<li> <span style=\"color: #000000;\">20 pelanggan dari grup tur #10 dimasukkan dalam sampel.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Jadi, sampel ini terdiri dari total 80 pelanggan yang berasal dari 4 kelompok wisatawan berbeda.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Terkait:<\/strong> <a href=\"https:\/\/statorials.org\/id\/di-operator-di-sungai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cara menggunakan operator %in% di R<\/a><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/metode-pengambilan-sampel\/\" target=\"_blank\" rel=\"noopener noreferrer\">Memahami berbagai jenis metode pengambilan sampel<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/pengambilan-sampel-bertingkat-r\/\">Pengambilan sampel bertingkat di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/pengambilan-sampel-sistematis-r\/\">Pengambilan sampel sistematis di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Peneliti sering kali mengambil sampel dari suatu populasi dan menggunakan data dari sampel tersebut untuk menarik kesimpulan tentang populasi secara keseluruhan. Metode pengambilan sampel yang umum digunakan adalah cluster sampling , yaitu suatu populasi dibagi menjadi beberapa cluster dan seluruh anggota cluster tertentu dipilih untuk dimasukkan ke dalam sampel. Tutorial ini menjelaskan cara melakukan pengambilan [&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>Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi<\/title>\n<meta name=\"description\" content=\"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.\" \/>\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\/pengambilan-sampel-cluster-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi\" \/>\n<meta property=\"og:description\" content=\"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T03:59:32+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\/pengambilan-sampel-cluster-r\/\",\"url\":\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/\",\"name\":\"Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-28T03:59:32+00:00\",\"dateModified\":\"2023-07-28T03:59:32+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pengambilan sampel cluster 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. 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":"Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi","description":"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.","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\/pengambilan-sampel-cluster-r\/","og_locale":"id_ID","og_type":"article","og_title":"Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi","og_description":"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.","og_url":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/","og_site_name":"Statorials","article_published_time":"2023-07-28T03:59:32+00:00","author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"1 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/","url":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/","name":"Pengambilan Sampel Cluster di R (dengan Contoh) - Statologi","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-28T03:59:32+00:00","dateModified":"2023-07-28T03:59:32+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Penjelasan sederhana tentang cara melakukan pengambilan sampel cluster di R.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/pengambilan-sampel-cluster-r\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Pengambilan sampel cluster 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. 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\/968"}],"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=968"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/968\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=968"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=968"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}