{"id":1641,"date":"2023-07-25T13:31:25","date_gmt":"2023-07-25T13:31:25","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e5%af%b9%e6%95%b0%e5%9b%be\/"},"modified":"2023-07-25T13:31:25","modified_gmt":"2023-07-25T13:31:25","slug":"r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e5%af%b9%e6%95%b0%e5%9b%be","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e5%af%b9%e6%95%b0%e5%9b%be\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u521b\u5efa\u53cc\u5bf9\u6570\u56fe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u53cc<strong>\u5bf9\u6570\u56fe<\/strong>\u662f\u5728 x \u8f74\u548c y \u8f74\u4e0a\u90fd\u4f7f\u7528\u5bf9\u6570\u523b\u5ea6\u7684\u56fe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5f53\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u771f\u5b9e\u5173\u7cfb\u9075\u5faa\u67d0\u79cd\u7c7b\u578b\u7684\u5e42\u5f8b\u65f6\uff0c\u8fd9\u79cd\u7c7b\u578b\u7684\u56fe\u5bf9\u4e8e\u53ef\u89c6\u5316\u4e24\u4e2a\u53d8\u91cf\u975e\u5e38\u6709\u7528\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 R \u57fa\u7840\u548c<a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a>\u6570\u636e\u53ef\u89c6\u5316\u5305\u5728 R \u4e2d\u521b\u5efa\u53cc\u5bf9\u6570\u56fe\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1\uff1a\u5728 Base R \u4e2d\u521b\u5efa\u53cc\u5bf9\u6570\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\u96c6\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#createdata<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=3:22,\n                 y=c(3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                     38, 40, 50, 56, 59, 70, 89, 104, 130))\n\n<span style=\"color: #008080;\">#create scatterplot of x vs. y\n<\/span>plot(df$x, df$y, main=' <span style=\"color: #ff0000;\">Raw Data<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16188 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr1.png\" alt=\"\" width=\"409\" height=\"409\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5f88\u660e\u663e\uff0c\u53d8\u91cf<em>x<\/em>\u548c<em>y<\/em>\u4e4b\u95f4\u7684\u5173\u7cfb\u9075\u5faa\u5e42\u5f8b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86\u5982\u4f55\u5728\u57fa\u672c R \u4e2d\u4e3a\u8fd9\u4e24\u4e2a\u53d8\u91cf\u521b\u5efa\u53cc\u5bf9\u6570\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create log-log plot of x vs. y<\/span>\nplot( <span style=\"color: #3366ff;\">log<\/span> (df$x), <span style=\"color: #3366ff;\">log<\/span> (df$y), main=' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16189\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr2.png\" alt=\"\u4ee5 R \u4e3a\u57fa\u7840\u7684\u53cc\u5bf9\u6570\u56fe\" width=\"414\" height=\"401\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u4e0e\u4e0a\u56fe\u76f8\u6bd4\uff0clog(x) \u548c log(y) \u4e4b\u95f4\u7684\u5173\u7cfb\u66f4\u52a0\u7ebf\u6027\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2\uff1a\u5728 ggplot2 \u4e2d\u521b\u5efa\u53cc\u5bf9\u6570\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528 ggplot2 \u4e3a\u5b8c\u5168\u76f8\u540c\u7684\u6570\u636e\u96c6\u521b\u5efa\u53cc\u5bf9\u6570\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)<\/span>\n\n#create data<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=3:22,\n                 y=c(3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                     38, 40, 50, 56, 59, 70, 89, 104, 130))\n<span style=\"color: #008080;\">\n#define new data frame\n<span style=\"color: #000000;\">df_log &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x= <span style=\"color: #3366ff;\">log<\/span> (df$x),\n                     y= <span style=\"color: #3366ff;\">log<\/span> (df$y))<\/span>\n\n#create scatterplot using ggplot2\n<span style=\"color: #000000;\">ggplot(df_log, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n  geom_point()<\/span>\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16190 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr3.png\" alt=\"\" width=\"419\" height=\"416\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u968f\u610f\u81ea\u5b9a\u4e49\u6807\u9898\u3001\u8f74\u6807\u7b7e\u548c\u4e3b\u9898\uff0c\u4f7f\u60c5\u8282\u66f4\u52a0\u7f8e\u89c2\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">ggplot(df_log, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n  geom_point() +\n  labs(title=' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ', x=' <span style=\"color: #ff0000;\">Log(x)<\/span> ', y=' <span style=\"color: #ff0000;\">Log(y)<\/span> ') +\n  theme_minimal()<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16191\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr4.png\" alt=\"\u4f7f\u7528 ggplot2 \u5728 R \u4e2d\u7ed8\u5236\u5bf9\u6570\u56fe\" width=\"450\" height=\"450\" 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\/\u5982\u4f55\u5728r\u4e2d\u7684\u56fe\u8868\u4e2d\u7ed8\u5236\u591a\u6761\u6570\u636e\u7cfb\u5217\u7ebf\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728R\u4e2d\u7ed8\u5236\u591a\u6761\u7ebf<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u591a\u4e2a\u7bb1\u7ebf\u56fe-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u7684\u5355\u4e2a\u56fe\u4e2d\u7ed8\u5236\u591a\u4e2a\u7bb1\u7ebf\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u6761\u5f62\u56fe\u5806\u6808\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u5806\u79ef\u6761\u5f62\u56fe<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u53cc\u5bf9\u6570\u56fe\u662f\u5728 x \u8f74\u548c y \u8f74\u4e0a\u90fd\u4f7f\u7528\u5bf9\u6570\u523b\u5ea6\u7684\u56fe\u3002 \u5f53\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u771f\u5b9e\u5173\u7cfb\u9075\u5faa\u67d0\u79cd\u7c7b\u578b\u7684\u5e42\u5f8b\u65f6\uff0c\u8fd9\u79cd\u7c7b\u578b\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-1641","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\u53cc\u5bf9\u6570\u56fe - Statorials<\/title>\n<meta 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