{"id":1959,"date":"2023-07-24T07:33:27","date_gmt":"2023-07-24T07:33:27","guid":{"rendered":"https:\/\/statorials.org\/id\/cdf-ke-r\/"},"modified":"2023-07-24T07:33:27","modified_gmt":"2023-07-24T07:33:27","slug":"cdf-ke-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/cdf-ke-r\/","title":{"rendered":"Cara menghitung &amp; merencanakan cdf di r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk menghitung dan memplot fungsi distribusi kumulatif (CDF) di R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate empirical CDF of data\n<\/span>p = ecdf(data)\n\n<span style=\"color: #008080;\">#plot CDF\n<\/span>plot(p)\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: Hitung dan plot CDF data mentah<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung dan memplot CDF dari kumpulan data acak di R:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create some data\n<\/span>data = rnorm(100)\n\n<span style=\"color: #008080;\">#calculate empirical CDF of data\n<\/span>p = ecdf(data)\n\n<span style=\"color: #008080;\">#plot CDF\n<\/span>plot(p, xlab=' <span style=\"color: #ff0000;\">x<\/span> ', ylab=' <span style=\"color: #ff0000;\">CDF<\/span> ', main=' <span style=\"color: #ff0000;\">CDF of Data<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18561 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cdfr1.png\" alt=\"\" width=\"454\" height=\"433\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menunjukkan nilai data mentah dan sumbu y menunjukkan nilai CDF yang sesuai.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Hitung dan Plot CDF dari Distribusi yang Diketahui<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung dan memplot CDF berdistribusi normal standar:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>curve(pnorm, from = <span style=\"color: #008000;\">-3<\/span> , to = <span style=\"color: #008000;\">3<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18562 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cdfr2.png\" alt=\"\" width=\"444\" height=\"407\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Alternatifnya, Anda dapat membuat plot yang sama menggunakan ggplot2:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(data. <span style=\"color: #3366ff;\">frame<\/span> (x = c(- <span style=\"color: #008000;\">3<\/span> , <span style=\"color: #008000;\">3<\/span> )), aes(x = x)) +\n  stat_function(fun = pnorm)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18563 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cdfr3.png\" alt=\"\" width=\"464\" height=\"461\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/cdf-vs-pdf\/\" target=\"_blank\" rel=\"noopener\">CDF atau PDF: apa bedanya?<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/cdf-di-excel\/\" target=\"_blank\" rel=\"noopener\">Cara memplot CDF di Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk menghitung dan memplot fungsi distribusi kumulatif (CDF) di R: #calculate empirical CDF of data p = ecdf(data) #plot CDF plot(p) Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. Contoh 1: Hitung dan plot CDF data mentah Kode berikut menunjukkan cara menghitung dan memplot CDF dari kumpulan data [&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 menghitung dan memplot CDF di R - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menghitung dan memplot fungsi distribusi kumulatif (CDF) di R, beserta 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\/cdf-ke-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menghitung dan memplot CDF di R - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menghitung dan memplot fungsi distribusi kumulatif (CDF) di R, beserta contohnya.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/cdf-ke-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T07:33:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cdfr1.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=\"1 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/cdf-ke-r\/\",\"url\":\"https:\/\/statorials.org\/id\/cdf-ke-r\/\",\"name\":\"Cara menghitung dan memplot CDF di R - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-24T07:33:27+00:00\",\"dateModified\":\"2023-07-24T07:33:27+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menghitung dan memplot fungsi distribusi kumulatif (CDF) di R, beserta contohnya.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/cdf-ke-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/cdf-ke-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/cdf-ke-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menghitung &amp; merencanakan cdf di r\"}]},{\"@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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