{"id":1354,"date":"2023-07-26T18:18:15","date_gmt":"2023-07-26T18:18:15","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e5%87%a0%e4%b8%aa%e5%8f%98%e9%87%8f%e4%b9%8b%e9%97%b4%e7%9a%84%e7%9b%b8%e5%85%b3%e6%80%a7\/"},"modified":"2023-07-26T18:18:15","modified_gmt":"2023-07-26T18:18:15","slug":"r-%e4%b8%ad%e5%87%a0%e4%b8%aa%e5%8f%98%e9%87%8f%e4%b9%8b%e9%97%b4%e7%9a%84%e7%9b%b8%e5%85%b3%e6%80%a7","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e5%87%a0%e4%b8%aa%e5%8f%98%e9%87%8f%e4%b9%8b%e9%97%b4%e7%9a%84%e7%9b%b8%e5%85%b3%e6%80%a7\/","title":{"rendered":"\u5982\u4f55\u8ba1\u7b97r\u4e2d\u591a\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u91cf\u5316\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528<a href=\"https:\/\/statorials.org\/cn\/\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pearson \u76f8\u5173\u7cfb\u6570<\/a>\uff0c\u5b83\u662f\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7ebf\u6027\u5173\u8054\u7684\u5ea6\u91cf<em>\u3002<\/em>\u5b83\u59cb\u7ec8\u91c7\u7528 -1 \u548c 1 \u4e4b\u95f4\u7684\u503c\uff0c\u5176\u4e2d\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">-1 \u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5b8c\u5168\u8d1f\u7ebf\u6027\u76f8\u5173<\/span><\/li>\n<li><span style=\"color: #000000;\">0 \u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u4e0d\u5b58\u5728\u7ebf\u6027\u76f8\u5173<\/span><\/li>\n<li><span style=\"color: #000000;\">1 \u8868\u793a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u5b8c\u5168\u6b63\u7ebf\u6027\u76f8\u5173<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ee5\u4ee5\u4e0b\u6570\u636e\u6846\u4e3a\u4f8b\uff0c\u4ecb\u7ecd\u5982\u4f55\u8ba1\u7b97 R \u4e2d\u591a\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(a &lt;- c(2, 3, 3, 5, 6, 9, 14, 15, 19, 21, 22, 23),\n                 b &lt;- c(23, 24, 24, 23, 17, 28, 38, 34, 35, 39, 41, 43),\n                 c &lt;- c(13, 14, 14, 14, 15, 17, 18, 19, 22, 20, 24, 26),\n                 d &lt;- c(6, 6, 7, 8, 8, 8, 7, 6, 5, 3, 3, 2))\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97\u6570\u636e\u6846\u4e2d\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cor(df$a, df$b)\n\n[1] 0.9279869\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u591a\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97\u6570\u636e\u6846\u4e2d\u4e09\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cor(df[, c(' <span style=\"color: #008000;\">a<\/span> ', ' <span style=\"color: #008000;\">b<\/span> ', ' <span style=\"color: #008000;\">c<\/span> ')])\n\n          ABC\na 1.0000000 0.9279869 0.9604329\nb 0.9279869 1.0000000 0.8942139\nc 0.9604329 0.8942139 1.0000000<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u89e3\u91ca\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><em>a<\/em>\u548c<em>b<\/em>\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u4e3a 0.9279869\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>a<\/em>\u548c<em>c<\/em>\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u4e3a 0.9604329\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>b<\/em>\u548c<em>c<\/em>\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u4e3a 0.8942139\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 3\uff1a\u6240\u6709\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u8ba1\u7b97\u6570\u636e\u6846\u4e2d\u6240\u6709\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cor(df)\n\n           abcd\na 1.0000000 0.9279869 0.9604329 -0.7915488\nb 0.9279869 1.0000000 0.8942139 -0.7917973\nc 0.9604329 0.8942139 1.0000000 -0.8063549\nd -0.7915488 -0.7917973 -0.8063549 1.0000000<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 4\uff1a\u4ec5\u6570\u503c\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u8ba1\u7b97\u6570\u636e\u6846\u4e2d\u4ec5\u6570\u5b57\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cor(df[, <span style=\"color: #3366ff;\">unlist<\/span> ( <span style=\"color: #3366ff;\">lapply<\/span> (df, is. <span style=\"color: #3366ff;\">numeric<\/span> ))])\n\n           abcd\na 1.0000000 0.9279869 0.9604329 -0.7915488\nb 0.9279869 1.0000000 0.8942139 -0.7917973\nc 0.9604329 0.8942139 1.0000000 -0.8063549\nd -0.7915488 -0.7917973 -0.8063549 1.0000000\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 5\uff1a\u53ef\u89c6\u5316\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u521b\u5efa\u6210\u5bf9\u56fe &#8211; \u4e00\u79cd\u5141\u8bb8\u60a8\u53ef\u89c6\u5316\u53d8\u91cf\u7684\u6bcf\u4e2a\u6210\u5bf9\u7ec4\u5408\u4e4b\u95f4\u7684\u5173\u7cfb\u7684\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load psych package<\/span>\nlibrary(psych)\n\n<span style=\"color: #008080;\">#create pairs plot<\/span>\npeers. <span style=\"color: #3366ff;\">panels<\/span> (df)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13220 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/paires1.png\" alt=\"\" width=\"421\" height=\"432\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u504f\u76f8\u5173r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u8ba1\u7b97\u504f\u76f8\u5173<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u70b9\u53cc\u5217\u76f8\u5173-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97 R \u4e2d\u7684\u70b9\u53cc\u5217\u76f8\u5173\u6027<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6eda\u52a8\u76f8\u5173\u6027\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8ba1\u7b97R\u4e2d\u7684\u6ed1\u52a8\u76f8\u5173\u6027<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u91cf\u5316\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528Pearson \u76f8\u5173\u7cfb\u6570\uff0c\u5b83\u662f\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7ebf\u6027\u5173\u8054\u7684\u5ea6\u91cf\u3002\u5b83\u59cb\u7ec8\u91c7\u7528 -1 [&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-1354","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\u8ba1\u7b97R\u4e2d\u591a\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u51e0\u4e2a\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u8ba1\u7b97 R \u4e2d\u591a\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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