{"id":1455,"date":"2023-07-26T08:02:50","date_gmt":"2023-07-26T08:02:50","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e5%b0%86%e5%9b%9e%e5%bd%92%e6%96%b9%e7%a8%8b%e6%b7%bb%e5%8a%a0%e5%88%b0-r-%e4%b8%ad%e7%9a%84%e5%9b%be%e4%b8%ad\/"},"modified":"2023-07-26T08:02:50","modified_gmt":"2023-07-26T08:02:50","slug":"%e5%b0%86%e5%9b%9e%e5%bd%92%e6%96%b9%e7%a8%8b%e6%b7%bb%e5%8a%a0%e5%88%b0-r-%e4%b8%ad%e7%9a%84%e5%9b%be%e4%b8%ad","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e5%b0%86%e5%9b%9e%e5%bd%92%e6%96%b9%e7%a8%8b%e6%b7%bb%e5%8a%a0%e5%88%b0-r-%e4%b8%ad%e7%9a%84%e5%9b%be%e4%b8%ad\/","title":{"rendered":"\u5982\u4f55\u5c06\u56de\u5f52\u65b9\u7a0b\u6dfb\u52a0\u5230 r \u7ed8\u56fe\u4e2d"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u5c06\u56de\u5f52\u65b9\u7a0b\u6dfb\u52a0\u5230 R \u4e2d\u7684\u7ed8\u56fe\u4e2d\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14408 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regequationr1.png\" alt=\"\u6dfb\u52a0\u56de\u5f52\u65b9\u7a0b\u4ee5\u5728 R \u4e2d\u7ed8\u56fe\" width=\"468\" height=\"459\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528<strong>ggplot2<\/strong>\u548c<strong>ggpubr<\/strong>\u5305\u4e2d\u7684\u51fd\u6570\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u505a\u5230\u8fd9\u4e00\u70b9\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5305\u4e2d\u7684\u51fd\u6570\u5c06\u56de\u5f52\u65b9\u7a0b\u6dfb\u52a0\u5230 R \u7ed8\u56fe\u4e2d\u7684\u5206\u6b65\u793a\u4f8b\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e9b\u5047\u6570\u636e\u6765\u4f7f\u7528\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x = c(1:100))\ndf$y &lt;- 4*df$x + rnorm(100, sd=20)\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  xy\n1 1 -8.529076\n2 2 11.672866\n3 3 -4.712572\n4 4 47.905616\n5 5 26.590155\n6 6 7.590632<\/strong><\/pre>\n<h3><strong><span style=\"color: #000000;\">\u7b2c 2 \u6b65\uff1a\u4f7f\u7528\u56de\u5f52\u65b9\u7a0b\u521b\u5efa\u7ed8\u56fe<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u521b\u5efa\u5177\u6709\u62df\u5408\u56de\u5f52\u7ebf\u548c\u65b9\u7a0b\u7684\u6563\u70b9\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load necessary libraries\n<\/span><span style=\"color: #993300;\">library<\/span> (ggplot2)\n<span style=\"color: #993300;\">library<\/span> (ggpubr)\n\n<span style=\"color: #008080;\">#create plot with regression line and regression equation\n<\/span>ggplot(data=df, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n        geom_smooth(method=\" <span style=\"color: #008000;\">lm<\/span> \") +\n        geom_point() +\n        stat_regline_equation(label. <span style=\"color: #3366ff;\">x<\/span> =30, label. <span style=\"color: #3366ff;\">y<\/span> =310)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14408 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regequationr1.png\" alt=\"\u6dfb\u52a0\u56de\u5f52\u65b9\u7a0b\u4ee5\u5728 R \u4e2d\u7ed8\u56fe\" width=\"468\" height=\"459\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u544a\u8bc9\u6211\u4eec\u62df\u5408\u7684\u56de\u5f52\u65b9\u7a0b\u662f\uff1a<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">y = 2.6 + 4*(x)<\/span><\/strong><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c <strong>label.x<\/strong>\u548c<strong>label.y<\/strong>\u6307\u5b9a\u8981\u663e\u793a\u7684\u56de\u5f52\u65b9\u7a0b\u7684 (x,y) \u5750\u6807\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u6b65\u9aa4 3\uff1a\u5c06 R \u65b9\u6dfb\u52a0\u5230\u56fe\u4e2d\uff08\u53ef\u9009\uff09<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u5982\u679c\u60a8\u60f3\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff0c\u8fd8\u53ef\u4ee5\u6dfb\u52a0\u56de\u5f52\u6a21\u578b\u7684 R \u5e73\u65b9\u503c\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load necessary libraries\n<\/span><span style=\"color: #993300;\">library<\/span> (ggplot2)\n<span style=\"color: #993300;\">library<\/span> (ggpubr)\n\n<span style=\"color: #008080;\">#create plot with regression line, regression equation, and R-squared\n<\/span>ggplot(data=df, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n        geom_smooth(method=\" <span style=\"color: #008000;\">lm<\/span> \") +\n        geom_point() +\n        stat_regline_equation(label. <span style=\"color: #3366ff;\">x<\/span> =30, label. <span style=\"color: #3366ff;\">y<\/span> =310) +\nstat_cor( <span style=\"color: #3366ff;\">aes<\/span> (label=..rr.label..), label. <span style=\"color: #3366ff;\">x<\/span> =30, label. <span style=\"color: #3366ff;\">y<\/span> =290)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14409 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regequationr2.png\" alt=\"ggplot2 \u4e2d\u65b9\u7a0b\u548c R \u5e73\u65b9\u503c\u7684\u56de\u5f52\u7ebf\" width=\"471\" height=\"464\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u6a21\u578b\u7684<a href=\"https:\/\/statorials.org\/cn\/\u826f\u597d\u7684-r-\u5e73\u65b9\u503c\/\" target=\"_blank\" rel=\"noopener\">R \u5e73\u65b9<\/a>\u7ed3\u679c\u4e3a<strong>0.98<\/strong> \u3002<\/span><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u5728<a href=\"https:\/\/statorials.org\/cn\/\u7edf\u8ba1\u5b66\u4ee5\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u5f0f\u89e3\u91ca\u6982\u5ff5\uff0c\u6211\u4eec\u4f7f\u5b66\u4e60\u7edf\u8ba1\u53d8\u5f97\u66f4\u5bb9\u6613\/\" target=\"_blank\" rel=\"noopener\">\u6b64\u9875\u9762<\/a>\u4e0a\u627e\u5230\u66f4\u591a R \u6559\u7a0b\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u5c06\u56de\u5f52\u65b9\u7a0b\u6dfb\u52a0\u5230 R \u4e2d\u7684\u7ed8\u56fe\u4e2d\uff0c\u5982\u4e0b\u6240\u793a\uff1a \u5e78\u8fd0\u7684\u662f\uff0c\u4f7f\u7528ggplot2\u548cggpubr\u5305\u4e2d\u7684 [&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-1455","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\u5c06\u56de\u5f52\u65b9\u7a0b\u6dfb\u52a0\u5230 R \u7ed8\u56fe\u4e2d<\/title>\n<meta name=\"description\" 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