{"id":456,"date":"2023-07-29T20:44:21","date_gmt":"2023-07-29T20:44:21","guid":{"rendered":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/"},"modified":"2023-07-29T20:44:21","modified_gmt":"2023-07-29T20:44:21","slug":"menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/","title":{"rendered":"Cara menyesuaikan distribusi gamma ke kumpulan data di r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Tutorial ini menjelaskan cara menyesuaikan <strong>distribusi gamma<\/strong> ke kumpulan data di R.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">Memasang distribusi gamma di R<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan Anda memiliki kumpulan data <em>z<\/em> yang dihasilkan menggunakan pendekatan di bawah ini:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#generate 50 random values that follow a gamma distribution with shape parameter = 3<\/span>\n<span style=\"color: #008080;\">#and shape parameter = 10 combined with some gaussian noise<\/span>\nz &lt;- rgamma(50, 3, 10) + rnorm(50, 0, .02)\n\n<span style=\"color: #008080;\">#view first 6 values<\/span>\nhead(z)\n[1] 0.07730 0.02495 0.12788 0.15011 0.08839 0.09941<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Untuk melihat seberapa cocok distribusi gamma dengan kumpulan data ini <em>z<\/em> , kita dapat menggunakan paket <strong>fitdistrplus<\/strong> di R:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#install 'fitdistrplus' package if not already installed<\/span>\ninstall. <span style=\"color: #3366ff;\">packages<\/span> ('fitdistrplus')\n\n<span style=\"color: #008080;\">#load package<\/span>\nlibrary(fitdistrplus)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sintaks umum yang digunakan untuk mengadaptasi distribusi menggunakan paket ini adalah:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">fitdist(kumpulan data, distr = \u201cdistribusi pilihan Anda\u201d, metode = \u201cmetode penyesuaian data Anda\u201d)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">Dalam hal ini, kami akan menyesuaikan kumpulan data <em>z<\/em> yang kami hasilkan sebelumnya menggunakan distribusi gamma dan pendekatan estimasi kemungkinan maksimum agar sesuai dengan data:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit our dataset to a gamma distribution using mle<\/span>\nfit &lt;- fitdist(z, distr = \"gamma\", method = \"male\")\n\n<span style=\"color: #008080;\">#view the summary of the fit<\/span>\nsummary(fit)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ini menghasilkan hasil sebagai berikut:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kemudian kita dapat membuat grafik yang menunjukkan seberapa cocok distribusi gamma dengan kumpulan data menggunakan sintaks berikut:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#produce plots<\/span>\nplot(fit)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Ini menghasilkan plot berikut:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Berikut adalah kode lengkap yang kami gunakan untuk menyesuaikan distribusi gamma ke kumpulan data di R:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#install 'fitdistrplus' package if not already installed\n<\/span>install. <span style=\"color: #3366ff;\">packages<\/span> ('fitdistrplus')\n\n<span style=\"color: #008080;\">#load package\n<\/span>library(fitdistrplus)\n\n<span style=\"color: #008080;\">#generate 50 random values that follow a gamma distribution with shape parameter = 3\n<\/span><span style=\"color: #008080;\">#and shape parameter = 10 combined with some gaussian noise\n<\/span>z &lt;- rgamma(50, 3, 10) + rnorm(50, 0, .02)\n\n<span style=\"color: #008080;\">#fit our dataset to a gamma distribution using mle\n<\/span>fit &lt;- fitdist(z, distr = \"gamma\", method = \"male\")\n\n<span style=\"color: #008080;\">#view the summary of the fit\n<\/span>summary(fit)\n\n<span style=\"color: #008080;\">#produce plots to visualize the fit\n<\/span>plot(fit)\n<\/strong><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data di R. Memasang distribusi gamma di R Misalkan Anda memiliki kumpulan data z yang dihasilkan menggunakan pendekatan di bawah ini: #generate 50 random values that follow a gamma distribution with shape parameter = 3 #and shape parameter = 10 combined with some gaussian noise z [&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 menyesuaikan distribusi gamma ke kumpulan data di R - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data 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\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menyesuaikan distribusi gamma ke kumpulan data di R - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data di R.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T20:44:21+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\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/\",\"url\":\"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/\",\"name\":\"Cara menyesuaikan distribusi gamma ke kumpulan data di R - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-29T20:44:21+00:00\",\"dateModified\":\"2023-07-29T20:44:21+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data di R.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menyesuaikan distribusi gamma ke kumpulan data 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. 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":"Cara menyesuaikan distribusi gamma ke kumpulan data di R - Statorials","description":"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data 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\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/","og_locale":"id_ID","og_type":"article","og_title":"Cara menyesuaikan distribusi gamma ke kumpulan data di R - Statorials","og_description":"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data di R.","og_url":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/","og_site_name":"Statorials","article_published_time":"2023-07-29T20:44:21+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\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/","url":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/","name":"Cara menyesuaikan distribusi gamma ke kumpulan data di R - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-29T20:44:21+00:00","dateModified":"2023-07-29T20:44:21+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara menyesuaikan distribusi gamma ke kumpulan data di R.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/menyesuaikan-distribusi-gamma-ke-kumpulan-data-di-r\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Cara menyesuaikan distribusi gamma ke kumpulan data 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. 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\/456"}],"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=456"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/456\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=456"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=456"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}