{"id":1288,"date":"2023-07-27T00:26:21","date_gmt":"2023-07-27T00:26:21","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%85%8b%e6%8b%89%e9%bb%98%e6%96%af-v-in-r\/"},"modified":"2023-07-27T00:26:21","modified_gmt":"2023-07-27T00:26:21","slug":"%e5%85%8b%e6%8b%89%e9%bb%98%e6%96%af-v-in-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%85%8b%e6%8b%89%e9%bb%98%e6%96%af-v-in-r\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u8ba1\u7b97 cramer \u7684 v"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Cramer \u7684 V<\/strong>\u662f\u4e24\u4e2a\u540d\u4e49\u53d8\u91cf\u4e4b\u95f4\u5173\u8054\u5f3a\u5ea6\u7684\u5ea6\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b83\u4ece 0 \u5230 1\uff0c\u5176\u4e2d\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong>\u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u6ca1\u6709\u5173\u8054\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong>\u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u5f88\u5f3a\u7684\u5173\u8054\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8ba1\u7b97\u65b9\u6cd5\u5982\u4e0b\uff1a<\/span><\/p>\n<p><strong><span style=\"color: #000000;\">\u514b\u83b1\u9ed8\u7684 V = \u221a <span style=\"border-top: 1px solid black;\">(X <sup>2<\/sup> \/n) \/ min(c-1, r-1)<\/span><\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sup>2<\/sup> \uff1a<\/strong>\u5361\u65b9\u7edf\u8ba1\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>n\uff1a<\/strong>\u603b\u6837\u672c\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>r\uff1a<\/strong>\u884c\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>c:<\/strong>\u5217\u6570<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5728 R \u4e2d\u8ba1\u7b97\u5217\u8054\u8868\u7684 Cramer V \u7684\u793a\u4f8b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a2\u00d72 \u8868\u7684 Cramer&#8217;s V<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u4f7f\u7528<strong>rcompanion<\/strong>\u5305\u4e2d\u7684<strong>CramerV<\/strong>\u51fd\u6570\u6765\u8ba1\u7b97 2&#215;2 \u8868\u7684 Cramer V\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create 2x2 table\n<\/span>data = matrix(c(7,9,12,8), nrow = <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view dataset\n<\/span>data\n\n     [,1] [,2]\n[1,] 7 12\n[2,] 9 8\n\n<span style=\"color: #008080;\">#load rcompanion library\n<\/span>library(rcompanion)\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.1617<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cramer \u7684 V \u7ed3\u679c\u4e3a<strong>0.1617<\/strong> \uff0c\u8fd9\u8868\u660e\u8868\u4e2d\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u8054\u76f8\u5f53\u5f31\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e<strong>ci = TRUE<\/strong>\u6765\u751f\u6210 Cramer V \u7684\u7f6e\u4fe1\u533a\u95f4\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cramerV(data, ci = <span style=\"color: #008000;\">TRUE<\/span> )\n\n  Cramer.V lower.ci upper.ci\n1 0.1617 0.003487 0.4914\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0cCramer&#8217;s V \u4fdd\u6301\u5728<strong>0.1617<\/strong>\u4e0d\u53d8\uff0c\u4f46\u6211\u4eec\u73b0\u5728\u6709\u4e00\u4e2a 95% \u7f6e\u4fe1\u533a\u95f4\uff0c\u5176\u4e2d\u5305\u542b\u4e00\u7cfb\u5217\u53ef\u80fd\u5305\u542b Cramer&#8217;s V \u771f\u5b9e\u503c\u7684\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u533a\u95f4\u7ed3\u679c\u4e3a\uff1a[ <strong>.003487<\/strong> , <strong>.4914<\/strong> ]\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u9002\u7528\u4e8e\u8f83\u5927\u8868\u683c\u7684 Cramer&#8217;s V<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>CramerV<\/strong>\u51fd\u6570\u6765\u8ba1\u7b97\u4efb\u610f\u5927\u5c0f\u7684\u6570\u7ec4\u7684 Cramer V\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97 2 \u884c 3 \u5217\u8868\u7684 Cramer&#8217;s V\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create 2x3 table\n<\/span>data = matrix(c(6, 9, 8, 5, 12, 9), nrow = <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view dataset\n<\/span>data\n\n     [,1] [,2] [,3]\n[1,] 6 8 12\n[2,] 9 5 9\n\n<span style=\"color: #008080;\">#load rcompanion library\n<\/span>library(rcompanion)\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.1775<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cramer \u7684 V \u7ed3\u679c\u4e3a<strong>0.1775<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><em>\u60a8\u53ef\u4ee5<a href=\"https:\/\/www.rdocumentation.org\/packages\/rcompanion\/versions\/2.3.26\/topics\/cramerV\" target=\"_blank\" rel=\"noopener\">\u5728\u6b64\u5904<\/a>\u627e\u5230 CramerV \u51fd\u6570\u7684\u5b8c\u6574\u6587\u6863\u3002<\/em><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u5361\u65b9\u72ec\u7acb\u6027\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">R \u4e2d\u72ec\u7acb\u6027\u7684\u5361\u65b9\u68c0\u9a8c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u5361\u65b9\u62df\u5408\u4f18\u5ea6\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">R \u4e2d\u7684\u5361\u65b9\u62df\u5408\u4f18\u5ea6\u68c0\u9a8c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6e14\u6c11\u5728r\u4e2d\u7684\u7cbe\u786e\u6d4b\u8bd5\/\" target=\"_blank\" rel=\"noopener\">R \u4e2d\u7684 Fisher \u7cbe\u786e\u68c0\u9a8c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cramer \u7684 V\u662f\u4e24\u4e2a\u540d\u4e49\u53d8\u91cf\u4e4b\u95f4\u5173\u8054\u5f3a\u5ea6\u7684\u5ea6\u91cf\u3002 \u5b83\u4ece 0 \u5230 1\uff0c\u5176\u4e2d\uff1a 0\u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u6ca1\u6709\u5173\u8054\u3002 [&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":[],"class_list":["post-1288","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u5728 R \u4e2d\u8ba1\u7b97 Cramer \u7684 V - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u8ba1\u7b97 Cramer \u7684 V\u3002\" \/>\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\/cn\/\u514b\u62c9\u9ed8\u65af-v-in-r\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta 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