{"id":2461,"date":"2023-07-22T04:21:41","date_gmt":"2023-07-22T04:21:41","guid":{"rendered":"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/"},"modified":"2023-07-22T04:21:41","modified_gmt":"2023-07-22T04:21:41","slug":"distribusi-gamma-dengan-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/","title":{"rendered":"Cara membuat plot distribusi gamma dengan python (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Dalam statistik, <strong>distribusi Gamma<\/strong> sering digunakan untuk memodelkan probabilitas terkait waktu tunggu.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan fungsi <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.gamma.html\" target=\"_blank\" rel=\"noopener\">scipy.stats.gamma()<\/a> untuk memplot satu atau lebih distribusi Gamma dengan Python.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Merencanakan Distribusi Gamma<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memplot distribusi Gamma dengan parameter bentuk <strong>5<\/strong> dan parameter skala <strong>3<\/strong> dengan Python:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">as<\/span> stats \n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define x-axis values\n<\/span>x = np. <span style=\"color: #3366ff;\">linspace<\/span> (0, 40, 100) \n\n<span style=\"color: #008080;\">#calculate pdf of Gamma distribution for each x-value\n<\/span>y = stats. <span style=\"color: #3366ff;\">gamma<\/span> . <span style=\"color: #3366ff;\">pdf<\/span> (x, a= <span style=\"color: #008000;\">5<\/span> , scale= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#create plot of Gamma distribution\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, y)\n\n<span style=\"color: #008080;\">#displayplot\n<\/span>plt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22053 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gammapython1.png\" alt=\"\" width=\"531\" height=\"348\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menampilkan nilai potensial yang dapat diambil oleh variabel acak terdistribusi Gamma dan sumbu y menampilkan nilai PDF yang sesuai dari distribusi Gamma dengan parameter bentuk 5 dan parameter skala 3.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Merencanakan Distribusi Gamma Berganda<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memplot beberapa distribusi Gamma dengan parameter bentuk dan skala berbeda:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">as<\/span> stats \n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008080;\">\n#define three Gamma distributions\n<\/span>x = np. <span style=\"color: #3366ff;\">linspace<\/span> (0, 40, 100)\ny1 = stats. <span style=\"color: #3366ff;\">gamma<\/span> . <span style=\"color: #3366ff;\">pdf<\/span> (x, a= <span style=\"color: #008000;\">5<\/span> , scale= <span style=\"color: #008000;\">3<\/span> )\ny2 = stats. <span style=\"color: #3366ff;\">gamma<\/span> . <span style=\"color: #3366ff;\">pdf<\/span> (x, a= <span style=\"color: #008000;\">2<\/span> , scale= <span style=\"color: #008000;\">5<\/span> )\ny3 = stats. <span style=\"color: #3366ff;\">gamma<\/span> . <span style=\"color: #3366ff;\">pdf<\/span> (x, a= <span style=\"color: #008000;\">4<\/span> , scale= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add lines for each distribution\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, y1, label= <span style=\"color: #ff0000;\">shape=5, scale=3<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, y2, label=' <span style=\"color: #ff0000;\">shape=2, scale=5<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, y3, label=' <span style=\"color: #ff0000;\">shape=4, scale=2<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ()\n\n<span style=\"color: #008080;\">#displayplot\n<\/span>plt. <span style=\"color: #3366ff;\">show<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22054 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gammapython2-1.png\" alt=\"Distribusi gamma dengan Python\" width=\"538\" height=\"347\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa bentuk distribusi Gamma dapat bervariasi secara signifikan tergantung pada parameter bentuk dan skala.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Terkait:<\/strong> <a href=\"https:\/\/statorials.org\/id\/plot-beberapa-baris-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Cara Merencanakan Banyak Garis di Matplotlib<\/a><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara memplot distribusi umum lainnya dengan Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/plot-python-distribusi-normal\/\" target=\"_blank\" rel=\"noopener\">Cara Merencanakan Distribusi Normal dengan Python<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/plot-distribusi-chi-kuadrat-dengan-python\/\" target=\"_blank\" rel=\"noopener\">Cara memplot distribusi chi-kuadrat dengan Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dalam statistik, distribusi Gamma sering digunakan untuk memodelkan probabilitas terkait waktu tunggu. Contoh berikut menunjukkan cara menggunakan fungsi scipy.stats.gamma() untuk memplot satu atau lebih distribusi Gamma dengan Python. Contoh 1: Merencanakan Distribusi Gamma Kode berikut menunjukkan cara memplot distribusi Gamma dengan parameter bentuk 5 dan parameter skala 3 dengan Python: import numpy as np import [&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 Membuat Plot Distribusi Gamma dengan Python (dengan Contoh) - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memplot distribusi Gamma dengan Python, 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\/distribusi-gamma-dengan-python\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Plot Distribusi Gamma dengan Python (dengan Contoh) - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memplot distribusi Gamma dengan Python, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T04:21:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gammapython1.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\/distribusi-gamma-dengan-python\/\",\"url\":\"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/\",\"name\":\"Cara Membuat Plot Distribusi Gamma dengan Python (dengan Contoh) - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-22T04:21:41+00:00\",\"dateModified\":\"2023-07-22T04:21:41+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memplot distribusi Gamma dengan Python, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/distribusi-gamma-dengan-python\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat plot distribusi gamma dengan python (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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