{"id":936,"date":"2023-07-28T06:31:00","date_gmt":"2023-07-28T06:31:00","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e7%bb%98%e5%9b%be%e5%af%b9\/"},"modified":"2023-07-28T06:31:00","modified_gmt":"2023-07-28T06:31:00","slug":"r-%e7%bb%98%e5%9b%be%e5%af%b9","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e7%bb%98%e5%9b%be%e5%af%b9\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u521b\u5efa\u548c\u89e3\u91ca\u5bf9\u56fe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u914d\u5bf9\u56fe<\/strong>\u662f\u4e00\u79cd\u6563\u70b9\u56fe\u77e9\u9635\uff0c\u53ef\u8ba9\u60a8\u4e86\u89e3\u6570\u636e\u96c6\u4e2d\u4e0d\u540c\u53d8\u91cf\u4e4b\u95f4\u7684\u6210\u5bf9\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528<a href=\"https:\/\/www.rdocumentation.org\/packages\/graphics\/versions\/3.6.2\/topics\/pairs\" target=\"_blank\" rel=\"noopener noreferrer\">pairs()<\/a>\u51fd\u6570\u5728R\u4e2d\u521b\u5efa\u5bf9\u56fe\u5f88\u5bb9\u6613\u3002<\/span><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u8be5\u529f\u80fd\u5b9e\u9645\u4f7f\u7528\u7684\u51e0\u4e2a\u793a\u4f8b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u6240\u6709\u53d8\u91cf\u7684\u914d\u5bf9\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u4e3a\u6570\u636e\u6846\u4e2d\u7684\u6240\u6709\u53d8\u91cf\u521b\u5efa\u78b1\u57fa\u5bf9\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(0)\n\n<span style=\"color: #008080;\">#create data frame<\/span> \nvar1 &lt;- rnorm(1000)\nvar2 &lt;- var1 + rnorm(1000, 0, 2)\nvar3 &lt;- var2 - rnorm(1000, 0, 5)\n \ndf &lt;- data.frame(var1, var2, var3)\n\n<span style=\"color: #008080;\">#create pairs plot<\/span> \npeers(df)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9914 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr1-1.png\" alt=\"\" width=\"396\" height=\"400\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u77e9\u9635\u7684\u89e3\u91ca\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u53d8\u91cf\u540d\u79f0\u6cbf\u7740\u5bf9\u89d2\u6846\u663e\u793a\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u5176\u4ed6\u6846\u663e\u793a\u53d8\u91cf\u7684\u6bcf\u4e2a\u6210\u5bf9\u7ec4\u5408\u4e4b\u95f4\u5173\u7cfb\u7684\u6563\u70b9\u56fe\u3002\u4f8b\u5982\uff0c\u77e9\u9635\u53f3\u4e0a\u89d2\u7684\u533a\u57df\u663e\u793a<strong>var1<\/strong>\u548c<strong>var3<\/strong>\u503c\u7684\u6563\u70b9\u56fe\u3002\u5de6\u4e2d\u6846\u663e\u793a<strong>var1<\/strong>\u548c<strong>var2<\/strong>\u503c\u7684\u6563\u70b9\u56fe\uff0c\u4f9d\u6b64\u7c7b\u63a8\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8fd9\u5f20\u56fe\u8ba9\u6211\u4eec\u4e86\u89e3\u4e86\u6570\u636e\u96c6\u4e2d\u6bcf\u5bf9\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4f8b\u5982\uff0c <strong>var1<\/strong>\u548c<strong>var2<\/strong>\u4f3c\u4e4e\u5448\u6b63\u76f8\u5173\uff0c\u800c<strong>var1<\/strong>\u548c<strong>var3<\/strong>\u4f3c\u4e4e\u51e0\u4e4e\u6ca1\u6709\u76f8\u5173\u6027\u6216\u6ca1\u6709\u76f8\u5173\u6027\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u7ed8\u5236\u6210\u5bf9\u7684\u7279\u5b9a\u53d8\u91cf<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u4ec5\u4e3a\u6570\u636e\u96c6\u4e2d\u7684\u524d\u4e24\u4e2a\u53d8\u91cf\u521b\u5efa\u78b1\u57fa\u5bf9\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create pairs plot for var1 and var2 only<\/span>\neven(df[, 1:2])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9915 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr.png\" alt=\"\u5728 R \u4e2d\u7ed8\u5236\u7279\u5b9a\u53d8\u91cf\u5bf9\" width=\"324\" height=\"337\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><strong><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u793a\u4f8b 3\uff1a\u66f4\u6539\u914d\u5bf9\u56fe\u7684\u7f8e\u89c2<\/span><\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u66f4\u6539\u5bf9\u56fe\u7684\u7f8e\u89c2\uff0c\u5305\u62ec\u6807\u9898\u3001\u989c\u8272\u548c\u6807\u7b7e\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>peers(df,\n      col = ' <span style=\"color: #008000;\">blue<\/span> ', <span style=\"color: #008080;\">#modify color<\/span>\n      labels = c(' <span style=\"color: #008000;\">First<\/span> ', ' <span style=\"color: #008000;\">Second<\/span> ', ' <span style=\"color: #008000;\">Third<\/span> '), <span style=\"color: #008080;\">#modify labels<\/span>\n      main = ' <span style=\"color: #008000;\">Custom Title<\/span> ') <span style=\"color: #008080;\">#modify title<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9916 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr2.png\" alt=\"\u5728 R \u4e2d\u7ed8\u5236\u81ea\u5b9a\u4e49\u5bf9\" width=\"398\" height=\"412\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><strong><span style=\"color: #000000;\">\u793a\u4f8b 4\uff1a\u83b7\u53d6\u4e0e ggpairs \u7684\u76f8\u5173\u6027<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528 GGally \u5e93\u4e2d\u7684<strong>ggpairs()<\/strong>\u51fd\u6570\u83b7\u53d6\u53d8\u91cf\u4e4b\u95f4\u7684<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>\u3002\u4e0b\u9762\u7684\u4ee3\u7801\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528\u8be5\u51fd\u6570\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#install necessary libraries<\/span>\ninstall.packages('ggplot2')\ninstall.packages('GGally')\n\n<span style=\"color: #008080;\">#load libraries\n<\/span>library(ggplot2)\nlibrary(GGally)\n\n<span style=\"color: #008080;\">#create pairs plot\n<\/span>ggpairs(df)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9917 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr3.png\" alt=\"R \u793a\u4f8b\u4e2d\u7684 ggpairs \u51fd\u6570\" width=\"428\" height=\"418\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u4e2a\u77e9\u9635\u7684\u89e3\u91ca\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u53d8\u91cf\u540d\u79f0\u663e\u793a\u5728\u77e9\u9635\u7684\u5916\u8fb9\u7f18\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6cbf\u5bf9\u89d2\u7ebf\u7684\u6846\u663e\u793a\u6bcf\u4e2a\u53d8\u91cf\u7684\u5bc6\u5ea6\u56fe\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5de6\u4e0b\u89d2\u7684\u6846\u663e\u793a\u6bcf\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u6563\u70b9\u56fe\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u53f3\u4e0a\u89d2\u7684\u6846\u663e\u793a\u6bcf\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570\u3002\u4f8b\u5982\uff0cvar1 \u548c var2 \u4e4b\u95f4\u7684\u76f8\u5173\u6027\u4e3a<strong>0.425<\/strong> \u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4e0e\u57fa\u672c Rpairs <strong>()<\/strong>\u51fd\u6570\u76f8\u6bd4\uff0c\u4f7f\u7528<strong>ggpairs()<\/strong>\u7684\u4f18\u70b9\u662f\u53ef\u4ee5\u83b7\u5f97\u6709\u5173\u53d8\u91cf\u7684\u66f4\u591a\u4fe1\u606f\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u60a8\u53ef\u4ee5\u770b\u5230\u53d8\u91cf\u7684\u6bcf\u4e2a\u6210\u5bf9\u7ec4\u5408\u4e4b\u95f4\u7684\u76f8\u5173\u7cfb\u6570\u4ee5\u53ca\u6bcf\u4e2a\u5355\u72ec\u53d8\u91cf\u7684\u5bc6\u5ea6\u56fe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><em>\u60a8\u53ef\u4ee5<a href=\"https:\/\/www.rdocumentation.org\/packages\/GGally\/versions\/1.5.0\/topics\/ggpairs\" target=\"_blank\" rel=\"noopener noreferrer\">\u5728\u6b64\u5904<\/a>\u627e\u5230 ggpairs() \u51fd\u6570\u7684\u5b8c\u6574\u6587\u6863\u3002<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u914d\u5bf9\u56fe\u662f\u4e00\u79cd\u6563\u70b9\u56fe\u77e9\u9635\uff0c\u53ef\u8ba9\u60a8\u4e86\u89e3\u6570\u636e\u96c6\u4e2d\u4e0d\u540c\u53d8\u91cf\u4e4b\u95f4\u7684\u6210\u5bf9\u5173\u7cfb\u3002 \u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528pairs()\u51fd\u6570\u5728R\u4e2d\u521b\u5efa [&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-936","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\u521b\u5efa\u548c\u89e3\u91ca\u914d\u5bf9\u56fe - 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