{"id":1502,"date":"2023-07-26T03:17:13","date_gmt":"2023-07-26T03:17:13","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e4%bd%8e%e6%96%af%e5%b9%b3%e6%bb%91-r\/"},"modified":"2023-07-26T03:17:13","modified_gmt":"2023-07-26T03:17:13","slug":"%e4%bd%8e%e6%96%af%e5%b9%b3%e6%bb%91-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e4%bd%8e%e6%96%af%e5%b9%b3%e6%bb%91-r\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u5f31\u5e73\u6ed1\uff08\u9010\u6b65\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u672f\u8bed<strong>Lowess<\/strong>\u6307\u7684\u662f\u201c\u5c40\u90e8\u52a0\u6743\u70b9\u4e91\u7684\u5e73\u6ed1\u201d\u2014\u2014\u751f\u6210\u4e0e\u70b9\u4e91\u4e2d\u7684\u6570\u636e\u70b9\u76f8\u5bf9\u5e94\u7684\u5e73\u6ed1\u66f2\u7ebf\u7684\u8fc7\u7a0b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u5728 R \u4e2d\u6267\u884c Lowess \u5e73\u6ed1\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>lowess()<\/strong>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u8f83\u4f4e\uff08x\u3001y\u3001f = 2\/3\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x\uff1a<\/strong> x \u503c\u7684\u6570\u503c\u5411\u91cf\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y\uff1a<\/strong> y \u503c\u7684\u6570\u503c\u5411\u91cf\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>f\uff1a<\/strong>\u6700\u5e73\u6ed1\u7a0b\u5ea6\u7684\u503c\u3002\u8fd9\u7ed9\u51fa\u4e86\u56fe\u4e2d\u5f71\u54cd\u6bcf\u4e2a\u503c\u7684\u5e73\u6ed1\u7684\u70b9\u7684\u6bd4\u4f8b\u3002\u503c\u8d8a\u9ad8\uff0c\u5e73\u6ed1\u5ea6\u8d8a\u9ad8\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u5206\u6b65\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u5bf9\u7ed9\u5b9a\u6570\u636e\u96c6\u6267\u884c\u5f31\u5e73\u6ed1\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u5047\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 1, 2, 2, 3, 4, 6, 6, 7, 8, 10, 11, 11, 12, 13, 14),<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>y=c(4, 7, 9, 10, 14, 15, 19, 16, 17, 21, 22, 34, 44, 40, 43, 45))<\/strong><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 2 \u6b65\uff1a\u7ed8\u5236\u6570\u636e\u56fe<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u7ed8\u5236\u6570\u636e\u96c6\u7684 x \u548c y \u503c\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plot(df$x, df$y)<\/strong> <\/pre>\n<h3><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14910 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible1-2.png\" alt=\"\" width=\"442\" height=\"403\" srcset=\"\" sizes=\"auto, \"><\/h3>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c\u4e09\u6b65\uff1a\u7ed8\u5236\u6700\u5c0f\u66f2\u7ebf<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5728\u6563\u70b9\u56fe\u4e2d\u7684\u70b9\u4e0a\u7ed8\u5236\u6700\u5f31\u7684\u5e73\u6ed1\u66f2\u7ebf\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatterplot<\/span>\nplot(df$x, df$y)\n\n<span style=\"color: #008080;\">#add lowess smoothing curve to plot<\/span>\nlines(lowess(df$x, df$y), col=' <span style=\"color: #008000;\">red<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14911 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible2-2.png\" alt=\"R \u4e2d\u7684 Lowess \u5e73\u6ed1\u793a\u4f8b\" width=\"440\" height=\"397\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u7b2c 4 \u6b65\uff1a\u8c03\u6574\u8f83\u8f6f\u7684\u8303\u56f4\uff08\u53ef\u9009\uff09<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u8c03\u6574 lowess() \u51fd\u6570\u4e2d\u7684<strong>f<\/strong>\u53c2\u6570\u6765\u589e\u52a0\u6216\u51cf\u5c11\u7528\u4e8e\u5e73\u6ed1\u7a0b\u5ea6\u7684\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u63d0\u4f9b\u7684\u503c\u8d8a\u5927\uff0c\u4e0b\u90e8\u66f2\u7ebf\u5c31\u8d8a\u5e73\u6ed1\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatterplot<\/span>\nplot(df$x, df$y)\n\n<span style=\"color: #008080;\">#add lowess smoothing curves<\/span>\nlines(lowess(df$x, df$y), col=' <span style=\"color: #008000;\">red<\/span> ')\nlines(lowess(df$x, df$y, f=0.3), col=' <span style=\"color: #008000;\">purple<\/span> ')\nlines(lowess(df$x, df$y, f=3), col=' <span style=\"color: #008000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#add legend to plot\n<\/span>legend(' <span style=\"color: #008000;\">topleft<\/span> ',\n       col = c(' <span style=\"color: #008000;\">red<\/span> ', ' <span style=\"color: #008000;\">purple<\/span> ', ' <span style=\"color: #008000;\">steelblue<\/span> '),\n       lwd = 2,\n       c(' <span style=\"color: #008000;\">Smoother = 1<\/span> ', ' <span style=\"color: #008000;\">Smoother = 0.3<\/span> ', ' <span style=\"color: #008000;\">Smoother = 3<\/span> '))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14912 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible3-2.png\" alt=\"R \u4e2d\u7684\u5f31\u5e73\u6ed1\u66f2\u7ebf\" width=\"437\" height=\"399\" 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\/\u5e26\u6709\u56de\u5f52\u7ebf-r-\u7684\u6563\u70b9\u56fe\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u5e26\u6709\u56de\u5f52\u7ebf\u7684\u6563\u70b9\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5f0f\u56de\u5f52-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u591a\u9879\u5f0f\u56de\u5f52<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u672f\u8bedLowess\u6307\u7684\u662f\u201c\u5c40\u90e8\u52a0\u6743\u70b9\u4e91\u7684\u5e73\u6ed1\u201d\u2014\u2014\u751f\u6210\u4e0e\u70b9\u4e91\u4e2d\u7684\u6570\u636e\u70b9\u76f8\u5bf9\u5e94\u7684\u5e73\u6ed1\u66f2\u7ebf\u7684\u8fc7\u7a0b\u3002 \u8981\u5728 [&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-1502","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\u6267\u884c\u5f31\u5e73\u6ed1\uff08\u9010\u6b65\uff09<\/title>\n<meta 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