{"id":3999,"date":"2023-07-14T06:42:43","date_gmt":"2023-07-14T06:42:43","guid":{"rendered":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/"},"modified":"2023-07-14T06:42:43","modified_gmt":"2023-07-14T06:42:43","slug":"r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u6837\u6761\u56de\u5f52<\/strong>\u662f\u5f53\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u7a81\u7136\u53d8\u5316\u7684\u70b9\u6216\u201c\u7ed3\u201d\u5e76\u4e14<a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u7b80\u5355\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u7ebf\u6027\u56de\u5f52<\/a>\u548c<a href=\"https:\/\/statorials.org\/cn\/\u591a\u9879\u5f0f\u56de\u5f52-r\/\" target=\"_blank\" rel=\"noopener\">\u591a\u9879\u5f0f\u56de\u5f52<\/a>\u4e0d\u591f\u7075\u6d3b\u4ee5\u9002\u5e94\u6570\u636e\u65f6\u4f7f\u7528\u7684\u4e00\u79cd\u56de\u5f52\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u5206\u6b65\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u521b\u5efa\u6570\u636e<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u5728 R \u4e2d\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4e24\u4e2a\u53d8\u91cf\u7684\u6570\u636e\u96c6\uff0c\u5e76\u521b\u5efa\u4e00\u4e2a\u6563\u70b9\u56fe\u6765\u53ef\u89c6\u5316\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=1:20,\n                 y=c(2, 4, 7, 9, 13, 15, 19, 16, 13, 10,\n                     11, 14, 15, 15, 16, 15, 17, 19, 18, 20))\n\n<span style=\"color: #008080;\">#view head of data frame\n<\/span>head(df)\n\n  xy\n1 1 2\n2 2 4\n3 3 7\n4 4 9\n5 5 13\n6 6 15\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plot(df$x, df$y, cex= <span style=\"color: #008000;\">1.5<\/span> , pch= <span style=\"color: #008000;\">19<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31978 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/spline1.jpg\" alt=\"\" width=\"455\" height=\"417\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u663e\u7136\uff0cx \u548c y \u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u975e\u7ebf\u6027\u7684\uff0c\u5e76\u4e14\u4f3c\u4e4e\u6709\u4e24\u4e2a\u70b9\u6216\u201c\u8282\u70b9\u201d\uff0c\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u5728 x=7 \u548c x=10 \u5904\u7a81\u7136\u53d8\u5316\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 2\uff1a\u62df\u5408\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528<a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684lm\u51fd\u6570\/\" target=\"_blank\" rel=\"noopener\">lm() \u51fd\u6570<\/a>\u5bf9\u8be5\u6570\u636e\u96c6\u62df\u5408\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff0c\u5e76\u5728\u6563\u70b9\u56fe\u4e0a\u7ed8\u5236\u62df\u5408\u56de\u5f52\u7ebf\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit simple linear regression model\n<\/span>linear_fit &lt;- lm(df$y ~ df$x)\n\n<span style=\"color: #008080;\">#view model summary\n<\/span>summary(linear_fit)\n\nCall:\nlm(formula = df$y ~ df$x)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-5.2143 -1.6327 -0.3534 0.6117 7.8789 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 6.5632 1.4643 4.482 0.000288 ***\ndf$x 0.6511 0.1222 5.327 4.6e-05 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 3.152 on 18 degrees of freedom\nMultiple R-squared: 0.6118, Adjusted R-squared: 0.5903 \nF-statistic: 28.37 on 1 and 18 DF, p-value: 4.603e-05\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plot(df$x, df$y, cex= <span style=\"color: #008000;\">1.5<\/span> , pch= <span style=\"color: #008000;\">19<\/span> )\n\n<span style=\"color: #008080;\">#add regression line to scatterplot\n<\/span>abline(linear_fit)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31979 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/spline2.jpg\" alt=\"\" width=\"461\" height=\"420\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u6563\u70b9\u56fe\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u7ebf\u4e0d\u80fd\u5f88\u597d\u5730\u62df\u5408\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u6a21\u578b\u7ed3\u679c\u4e2d\u6211\u4eec\u8fd8\u53ef\u4ee5\u770b\u5230<a href=\"https:\/\/statorials.org\/cn\/\u8c03\u6574\u540e\u7684-r-\u5e73\u65b9\u89e3\u91ca\/\" target=\"_blank\" rel=\"noopener\">\u8c03\u6574\u540e\u7684R\u5e73\u65b9\u503c\u4e3a<\/a><strong>0.5903<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u5176\u4e0e\u6837\u6761\u6a21\u578b\u7684\u8c03\u6574 R \u5e73\u65b9\u503c\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u62df\u5408\u6837\u6761\u56de\u5f52\u6a21\u578b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u4f7f\u7528<strong>splines<\/strong>\u5305\u4e2d\u7684<strong>bs()<\/strong>\u51fd\u6570\u6765\u62df\u5408\u5177\u6709\u4e24\u4e2a\u8282\u70b9\u7684\u6837\u6761\u56de\u5f52\u6a21\u578b\uff0c\u7136\u540e\u5728\u6563\u70b9\u56fe\u4e0a\u7ed8\u5236\u62df\u5408\u6a21\u578b\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (splines)\n\n<span style=\"color: #008080;\">#fit spline regression model\n<\/span>spline_fit &lt;- lm(df$y ~ bs(df$x, knots=c( <span style=\"color: #008000;\">7<\/span> , <span style=\"color: #008000;\">10<\/span> )))\n\n<span style=\"color: #008080;\">#view summary of spline regression model\n<\/span>summary(spline_fit)\n\nCall:\nlm(formula = df$y ~ bs(df$x, knots = c(7, 10)))\n\nResiduals:\n     Min 1Q Median 3Q Max \n-2.84883 -0.94928 0.08675 0.78069 2.61073 \n\nCoefficients:\n                            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 2.073 1.451 1.429 0.175    \nbs(df$x, knots = c(7, 10))1 2.173 3.247 0.669 0.514    \nbs(df$x, knots = c(7, 10))2 19.737 2.205 8.949 3.63e-07 ***\nbs(df$x, knots = c(7, 10))3 3.256 2.861 1.138 0.274    \nbs(df$x, knots = c(7, 10))4 19.157 2.690 7.121 5.16e-06 ***\nbs(df$x, knots = c(7, 10))5 16.771 1.999 8.391 7.83e-07 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 1.568 on 14 degrees of freedom\nMultiple R-squared: 0.9253, Adjusted R-squared: 0.8987 \nF-statistic: 34.7 on 5 and 14 DF, p-value: 2.081e-07\n\n<span style=\"color: #008080;\">#calculate predictions using spline regression model\n<\/span>x_lim &lt;- range(df$x)\nx_grid &lt;- seq(x_lim[ <span style=\"color: #008000;\">1<\/span> ], x_lim[ <span style=\"color: #008000;\">2<\/span> ])\npreds &lt;- predict(spline_fit, newdata=list(x=x_grid))\n\n<span style=\"color: #008080;\">#create scatter plot with spline regression predictions\n<\/span>plot(df$x, df$y, cex= <span style=\"color: #008000;\">1.5<\/span> , pch= <span style=\"color: #008000;\">19<\/span> )\nlines(x_grid, preds)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31980 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/spline3.jpg\" alt=\"\" width=\"469\" height=\"426\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u6563\u70b9\u56fe\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6837\u6761\u56de\u5f52\u6a21\u578b\u80fd\u591f\u5f88\u597d\u5730\u62df\u5408\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ece\u6a21\u578b\u7ed3\u679c\u4e2d\u6211\u4eec\u8fd8\u53ef\u4ee5\u770b\u5230\u8c03\u6574\u540e\u7684R\u5e73\u65b9\u503c\u4e3a<strong>0.8987<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u6a21\u578b\u7684\u8c03\u6574\u540e\u7684 R \u5e73\u65b9\u503c\u8fdc\u9ad8\u4e8e\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff0c\u8fd9\u544a\u8bc9\u6211\u4eec\u6837\u6761\u56de\u5f52\u6a21\u578b\u80fd\u591f\u66f4\u597d\u5730\u62df\u5408\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u5bf9\u4e8e\u6b64\u793a\u4f8b\uff0c\u6211\u4eec\u9009\u62e9\u8282\u70b9\u4f4d\u4e8e x=7 \u548c x=10 \u5904\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u60a8\u9700\u8981\u6839\u636e\u6570\u636e\u6a21\u5f0f\u51fa\u73b0\u53d8\u5316\u7684\u4f4d\u7f6e\u4ee5\u53ca\u60a8\u7684\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\u81ea\u884c\u9009\u62e9\u8282\u70b9\u4f4d\u7f6e\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u591a\u5143\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u591a\u5143\u7ebf\u6027\u56de\u5f52<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u6307\u6570\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6307\u6570\u56de\u5f52<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u6cd5\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u52a0\u6743\u6700\u5c0f\u4e8c\u4e58\u56de\u5f52<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6837\u6761\u56de\u5f52\u662f\u5f53\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u7a81\u7136\u53d8\u5316\u7684\u70b9\u6216\u201c\u7ed3\u201d\u5e76\u4e14\u7ebf\u6027\u56de\u5f52\u548c\u591a\u9879\u5f0f\u56de\u5f52\u4e0d\u591f\u7075\u6d3b\u4ee5\u9002\u5e94\u6570\u636e\u65f6\u4f7f\u7528\u7684\u4e00\u79cd\u56de\u5f52\u3002 \u4ee5\u4e0b [&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-3999","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\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6837\u6761\u56de\u5f52\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6837\u6761\u56de\u5f52\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-14T06:42:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/spline1.jpg\" \/>\n<meta name=\"author\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/\",\"url\":\"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/\",\"name\":\"\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/cn\/#website\"},\"datePublished\":\"2023-07-14T06:42:43+00:00\",\"dateModified\":\"2023-07-14T06:42:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\"},\"description\":\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/cn\/#website\",\"url\":\"https:\/\/statorials.org\/cn\/\",\"name\":\"Statorials\",\"description\":\"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/cn\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\",\"name\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a\"},\"description\":\"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a\",\"sameAs\":[\"https:\/\/statorials.org\/cn\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials","description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6837\u6761\u56de\u5f52\/","og_locale":"zh_CN","og_type":"article","og_title":"\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials","og_description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002","og_url":"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u6837\u6761\u56de\u5f52\/","og_site_name":"Statorials","article_published_time":"2023-07-14T06:42:43+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/spline1.jpg"}],"author":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/","url":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/","name":"\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09-Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/cn\/#website"},"datePublished":"2023-07-14T06:42:43+00:00","dateModified":"2023-07-14T06:42:43+00:00","author":{"@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261"},"description":"\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff0c\u5305\u62ec\u5206\u6b65\u793a\u4f8b\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/cn\/r%e4%b8%ad%e7%9a%84%e6%a0%b7%e6%9d%a1%e5%9b%9e%e5%bd%92\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/cn\/"},{"@type":"ListItem","position":2,"name":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u6837\u6761\u56de\u5f52\uff08\u5e26\u6709\u793a\u4f8b\uff09"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/cn\/#website","url":"https:\/\/statorials.org\/cn\/","name":"Statorials","description":"\u60a8\u7684\u7edf\u8ba1\u7d20\u517b\u6307\u5357\uff01","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/cn\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261","name":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/cn\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u672c\u6770\u660e\u00b7\u5b89\u5fb7\u68ee\u535a"},"description":"\u5927\u5bb6\u597d\uff0c\u6211\u662f\u672c\u6770\u660e\uff0c\u4e00\u4f4d\u9000\u4f11\u7684\u7edf\u8ba1\u5b66\u6559\u6388\uff0c\u540e\u6765\u6210\u4e3a Statorials \u7684\u70ed\u5fc3\u6559\u5e08\u3002 \u51ed\u501f\u5728\u7edf\u8ba1\u9886\u57df\u7684\u4e30\u5bcc\u7ecf\u9a8c\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u6e34\u671b\u5206\u4eab\u6211\u7684\u77e5\u8bc6\uff0c\u901a\u8fc7 Statorials \u589e\u5f3a\u5b66\u751f\u7684\u80fd\u529b\u3002\u4e86\u89e3\u66f4\u591a","sameAs":["https:\/\/statorials.org\/cn"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/3999","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/comments?post=3999"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/3999\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/media?parent=3999"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/categories?post=3999"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/tags?post=3999"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}