{"id":2249,"date":"2023-07-23T02:17:28","date_gmt":"2023-07-23T02:17:28","guid":{"rendered":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/"},"modified":"2023-07-23T02:17:28","modified_gmt":"2023-07-23T02:17:28","slug":"menafsirkan-cramers-v","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/","title":{"rendered":"Bagaimana menafsirkan v cramer (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Cramer&#8217;s V<\/strong> adalah ukuran kekuatan hubungan antara dua variabel nominal.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Mulai dari 0 hingga 1 dimana:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> menunjukkan tidak ada hubungan antara kedua variabel.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Angka 1<\/strong> menunjukkan hubungan yang sempurna antara kedua variabel.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ini dihitung sebagai berikut:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">V Cramer = \u221a <span style=\"border-top: 1px solid black;\">(X <sup>2<\/sup> \/n) \/ menit(c-1, r-1)<\/span><\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">Emas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sup>2<\/sup> :<\/strong> Statistik Chi kuadrat<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> ukuran sampel total<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>r:<\/strong> Jumlah baris<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>c:<\/strong> Jumlah kolom<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Bagaimana menafsirkan V Cramer<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tabel berikut menunjukkan cara menafsirkan Cramer&#8217;s V menurut derajat kebebasan:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>Derajat kebebasan<\/strong><\/span><\/th>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>Kecil<\/strong><\/span><\/th>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>RATA-RATA<\/strong><\/span><\/th>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>besar<\/strong><\/span><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>1<\/strong><\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,10<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,30<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,50<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>2<\/strong><\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,07<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,21<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,35<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\"><b>3<\/b><\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,06<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,17<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,29<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\"><b>4<\/b><\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,05<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,15<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,25<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>5<\/strong><\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,04<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,13<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,22<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan bagaimana menafsirkan Cramer&#8217;s V dalam situasi yang berbeda.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Menafsirkan V Cramer untuk array 2&#215;3<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita ingin mengetahui apakah ada hubungan antara warna mata dan jenis kelamin. Oleh karena itu kami menanyai 50 orang dan memperoleh hasil sebagai berikut:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20463 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poly12.png\" alt=\"\" width=\"370\" height=\"111\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan kode berikut di R untuk menghitung V Cramer untuk kedua variabel ini:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (rcompanion)\n\n<span style=\"color: #008080;\">#create table\n<\/span>data = matrix(c(6, 9, 8, 5, 12, 10), nrow= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view table\n<\/span>data\n\n     [,1] [,2] [,3]\n[1,] 6 8 12\n[2,] 9 5 10\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.1671<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">V Cramer ternyata <strong>0,1671<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Derajat kebebasan akan dihitung sebagai berikut:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">df = min(#baris-1, #kolom-1)<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = menit(1, 2)<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = <strong>1<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Mengacu pada tabel di atas, kita dapat melihat bahwa Cramer&#8217;s V sebesar <strong>0,1671<\/strong> dan derajat kebebasan = <strong>1<\/strong> menunjukkan hubungan yang kecil (atau &#8220;lemah&#8221;) antara warna mata dan jenis kelamin.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Menafsirkan V Cramer untuk tabel 3\u00d73<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita ingin mengetahui apakah ada hubungan antara warna mata dan preferensi terhadap suatu partai politik. Oleh karena itu kami menanyai 50 orang dan memperoleh hasil sebagai berikut:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20548 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/cramer1.png\" alt=\"\" width=\"423\" height=\"131\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan kode berikut di R untuk menghitung V Cramer untuk kedua variabel ini:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (rcompanion)\n\n<span style=\"color: #008080;\">#create table\n<\/span>data = matrix(c(8, 2, 4, 5, 8, 6, 6, 3, 8), nrow= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#view table\n<\/span>data\n\n     [,1] [,2] [,3]\n[1,] 8 5 6\n[2,] 2 8 3\n[3,] 4 6 8\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.246<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">V Cramer ternyata <strong>0,246<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Derajat kebebasan akan dihitung sebagai berikut:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">df = min(#baris-1, #kolom-1)<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = menit(2, 2)<\/span><\/li>\n<li> <span style=\"color: #000000;\">df = <strong>2<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Mengacu pada tabel di atas, kita dapat melihat bahwa Cramer&#8217;s V sebesar <strong>0,246<\/strong> dan derajat kebebasan = <strong>2<\/strong> menunjukkan hubungan sedang (atau \u201csedang\u201d) antara warna mata dan preferensi partai politik.<\/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 menghitung Cramer&#8217;s V dalam perangkat lunak statistik yang berbeda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/cramers-v-di-excel\/\" target=\"_blank\" rel=\"noopener\">Cara Menghitung V Cramer di Excel<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/cramer-v-di-sungai\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung V Cramer di R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/cramers-v-dengan-python\/\" target=\"_blank\" rel=\"noopener\">Cara Menghitung V Cramer dengan Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cramer&#8217;s V adalah ukuran kekuatan hubungan antara dua variabel nominal. Mulai dari 0 hingga 1 dimana: 0 menunjukkan tidak ada hubungan antara kedua variabel. Angka 1 menunjukkan hubungan yang sempurna antara kedua variabel. Ini dihitung sebagai berikut: V Cramer = \u221a (X 2 \/n) \/ menit(c-1, r-1) Emas: X 2 : Statistik Chi kuadrat n: [&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>Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#039;s V, 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\/menafsirkan-cramers-v\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#039;s V, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T02:17:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poly12.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=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/\",\"url\":\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/\",\"name\":\"Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-23T02:17:28+00:00\",\"dateModified\":\"2023-07-23T02:17:28+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#39;s V, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bagaimana menafsirkan v cramer (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":"Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial","description":"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#39;s V, dengan beberapa contoh.","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\/menafsirkan-cramers-v\/","og_locale":"id_ID","og_type":"article","og_title":"Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial","og_description":"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#39;s V, dengan beberapa contoh.","og_url":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/","og_site_name":"Statorials","article_published_time":"2023-07-23T02:17:28+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poly12.png"}],"author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"2 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/","url":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/","name":"Bagaimana Menafsirkan V Cramer (dengan Contoh) - Statorial","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-23T02:17:28+00:00","dateModified":"2023-07-23T02:17:28+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan bagaimana menafsirkan Cramer&#39;s V, dengan beberapa contoh.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/menafsirkan-cramers-v\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Bagaimana menafsirkan v cramer (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\/2249"}],"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=2249"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/2249\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=2249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=2249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=2249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}