{"id":4490,"date":"2023-07-10T17:15:06","date_gmt":"2023-07-10T17:15:06","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/"},"modified":"2023-07-10T17:15:06","modified_gmt":"2023-07-10T17:15:06","slug":"r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/","title":{"rendered":"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c<a href=\"https:\/\/statorials.org\/cn\/\u903b\u8f91\u56de\u5f521\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u903b\u8f91\u56de\u5f52<\/a>\u662f\u6211\u4eec\u53ef\u4ee5\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5f53\u60a8\u5728 R \u4e2d\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u65f6\uff0c\u6a21\u578b\u6458\u8981\u4e2d\u7684\u7cfb\u6570\u8868\u793a\u4e0e\u6bcf\u4e2a\u9884\u6d4b\u53d8\u91cf\u589e\u52a0 1 \u4e2a\u5355\u4f4d\u76f8\u5173\u7684\u54cd\u5e94\u53d8\u91cf<strong>\u5bf9\u6570\u51e0\u7387<\/strong>\u7684\u5e73\u5747\u53d8\u5316\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0c\u6211\u4eec\u7ecf\u5e38\u60f3\u8ba1\u7b97\u6a21\u578b\u4e2d\u9884\u6d4b\u53d8\u91cf\u7684<strong>\u4f18\u52bf\u6bd4<\/strong>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u5feb\u901f\u8ba1\u7b97\u6a21\u578b\u4e2d\u6bcf\u4e2a\u9884\u6d4b\u53d8\u91cf\u7684\u4f18\u52bf\u6bd4\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>exp(coef(model))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u8ba1\u7b97\u6bcf\u4e2a\u4f18\u52bf\u6bd4\u7684 95% \u7f6e\u4fe1\u533a\u95f4\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>exp(cbind(Odds_Ratio = coef(model), confint(model)))<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u6f14\u793a\u5982\u4f55\u4f7f\u7528\u6b64\u8bed\u6cd5\u6765\u8ba1\u7b97\u548c\u89e3\u91ca R \u4e2d\u903b\u8f91\u56de\u5f52\u6a21\u578b\u7684\u4f18\u52bf\u6bd4\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u8ba1\u7b97 R \u4e2d\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e\u6b64\u793a\u4f8b\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 R \u4e2d<strong>ISLR<\/strong>\u5305\u4e2d\u7684<strong>\u9ed8\u8ba4<\/strong>\u6570\u636e\u96c6\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u6765\u52a0\u8f7d\u5e76\u663e\u793a\u6570\u636e\u96c6\u7684\u6458\u8981\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ISLR)\n\n<span style=\"color: #008080;\">#view first five rows of Default dataset\n<\/span>head(Default)\n\n  default student balance income\n1 No No 729.5265 44361.625\n2 No Yes 817.1804 12106.135\n3 No No 1073.5492 31767.139\n4 No No 529.2506 35704.494\n5 No No 785.6559 38463.496\n6 No Yes 919.5885 7491.559<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8be5\u6570\u636e\u96c6\u5305\u542b 10,000 \u4eba\u7684\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u8fdd\u7ea6\uff1a<\/strong>\u8868\u660e\u4e2a\u4eba\u662f\u5426\u8fdd\u7ea6\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5b66\u751f\uff1a<\/strong>\u8868\u660e\u4e2a\u4eba\u662f\u5426\u662f\u5b66\u751f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4f59\u989d\uff1a<\/strong>\u4e2a\u4eba\u6301\u6709\u7684\u5e73\u5747\u4f59\u989d\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6536\u5165\uff1a<\/strong>\u4e2a\u4eba\u7684\u6536\u5165\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u5c06\u4f7f\u7528\u5b66\u751f\u8eab\u4efd\u3001\u94f6\u884c\u4f59\u989d\u548c\u6536\u5165\u6784\u5efa\u903b\u8f91\u56de\u5f52\u6a21\u578b\uff0c\u9884\u6d4b\u7ed9\u5b9a\u4e2a\u4eba\u8fdd\u7ea6\u7684\u6982\u7387\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>glm<\/strong>\u51fd\u6570\u5e76\u6307\u5b9a family=&#8217;binomial&#8217; \u4ee5\u4fbf R \u5c06\u903b\u8f91\u56de\u5f52\u6a21\u578b\u62df\u5408\u5230\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit logistic regression model<\/span>\nmodel &lt;- glm(default~student+balance+income, family=' <span style=\"color: #ff0000;\">binomial<\/span> ', data=Default)\n\n<span style=\"color: #008080;\">#disable scientific notation for model summary<\/span>\noptions(scipen=999)\n\n<span style=\"color: #008080;\">#view model summary<\/span>\nsummary(model)\n\nCall:\nglm(formula = default ~ student + balance + income, family = \"binomial\", \n    data = train)\n\nDeviance Residuals: \n    Min 1Q Median 3Q Max  \n-2.5586 -0.1353 -0.0519 -0.0177 3.7973  \n\nCoefficients:\n                 Estimate Std. Error z value Pr(&gt;|z|)    \n(Intercept) -11.478101194 0.623409555 -18.412 &lt;0.0000000000000002 ***\nstudentYes -0.493292438 0.285735949 -1.726 0.0843 .  \nbalance 0.005988059 0.000293765 20.384 &lt;0.0000000000000002 ***\nincome 0.000007857 0.000009965 0.788 0.4304    \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\n(Dispersion parameter for binomial family taken to be 1)\n\n    Null deviance: 2021.1 on 6963 degrees of freedom\nResidual deviance: 1065.4 on 6960 degrees of freedom\nAIC: 1073.4\n\nNumber of Fisher Scoring iterations: 8\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u4e2d\u7684\u7cfb\u6570\u8868\u793a\u8fdd\u7ea6\u5bf9\u6570\u8d54\u7387\u7684\u5e73\u5747\u53d8\u5316\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c<strong>\u4f59\u989d<\/strong>\u589e\u52a0 1 \u4e2a\u5355\u4f4d\u4e0e\u8fdd\u7ea6\u5bf9\u6570\u6982\u7387\u5e73\u5747\u589e\u52a0<strong>0.005988<\/strong>\u76f8\u5173\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u8ba1\u7b97\u6bcf\u4e2a\u9884\u6d4b\u53d8\u91cf\u7684\u4f18\u52bf\u6bd4\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate odds ratio for each predictor variable<\/span>\nexp(coef(model))\n\n  (Intercept) studentYes balance income \n0.00001903854 0.52373166965 1.00575299051 1.00000303345 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u8ba1\u7b97\u6bcf\u4e2a\u4f18\u52bf\u6bd4\u4ee5\u53ca\u6bcf\u4e2a\u4f18\u52bf\u6bd4\u7684 95% \u7f6e\u4fe1\u533a\u95f4\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate odds ratio and 95% confidence interval for each predictor variable<\/span> \nexp(cbind(Odds_Ratio = coef(model), confint(model)))\n\n               Odds_Ratio 2.5% 97.5%\n(Intercept) 0.00001903854 0.000007074481 0.0000487808\nstudentYes 0.52373166965 0.329882707270 0.8334223982\nbalance 1.00575299051 1.005308940686 1.0062238757\nincome 1.00000303345 0.999986952969 1.0000191246\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6bcf\u4e2a\u7cfb\u6570\u7684\u4f18\u52bf\u6bd4\u4ee3\u8868\u4e2a\u4f53\u9ed8\u8ba4\u6982\u7387\u7684\u5e73\u5747\u589e\u52a0\uff08\u5047\u8bbe\u6240\u6709\u5176\u4ed6\u9884\u6d4b\u53d8\u91cf\u4fdd\u6301\u4e0d\u53d8\uff09\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u9884\u6d4b\u53d8\u91cf\u7684<strong>\u5e73\u8861<\/strong>\u7684\u4f18\u52bf\u6bd4\u4e3a<strong>1.0057<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u610f\u5473\u7740\uff0c<em>\u5047\u8bbe\u5b66\u751f\u8eab\u4efd\u548c\u6536\u5165<\/em>\u4fdd\u6301\u4e0d\u53d8\uff0c\u4e2a\u4eba\u4f59\u989d\u4e2d\u6bcf\u589e\u52a0\u4e00\u7f8e\u5143\uff0c\u4e2a\u4eba\u62d6\u6b20\u8d37\u6b3e\u7684\u51e0\u7387\u5c31\u4f1a\u589e\u52a0<strong>1.0057<\/strong>\u500d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u7528\u540c\u6837\u7684\u65b9\u5f0f\u89e3\u91ca\u5176\u4ed6\u9884\u6d4b\u53d8\u91cf\u7684\u4f18\u52bf\u6bd4\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> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/cn\/r-\u903b\u8f91\u56de\u5f52\u9884\u6d4b\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u5c06 Predict() \u4e0e\u903b\u8f91\u56de\u5f52\u6a21\u578b\u7ed3\u5408\u4f7f\u7528<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u89e3\u91ca-prz-\u903b\u8f91\u56de\u5f52\u8f93\u51fa-r\/\">\u5982\u4f55\u89e3\u91ca R \u4e2d\u903b\u8f91\u56de\u5f52\u8f93\u51fa\u4e2d\u7684 Pr(&gt;|z|)<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u5728r\u4e2d\u7ed8\u5236\u903b\u8f91\u56de\u5f52\u56fe\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u7ed8\u5236\u903b\u8f91\u56de\u5f52\u66f2\u7ebf<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\uff0c\u903b\u8f91\u56de\u5f52\u662f\u6211\u4eec\u53ef\u4ee5\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002 \u5f53\u60a8\u5728 R \u4e2d\u62df\u5408\u903b\u8f91\u56de\u5f52\u6a21\u578b\u65f6\uff0c\u6a21\u578b\u6458\u8981\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-4490","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>A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\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-\u903b\u8f91\u56de\u5f52\u4f18\u52bf\u6bd4\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/cn\/r-\u903b\u8f91\u56de\u5f52\u4f18\u52bf\u6bd4\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-10T17:15:06+00:00\" \/>\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=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/\",\"url\":\"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/\",\"name\":\"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/cn\/#website\"},\"datePublished\":\"2023-07-10T17:15:06+00:00\",\"dateModified\":\"2023-07-10T17:15:06+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261\"},\"description\":\"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/cn\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\"}]},{\"@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":"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials","description":"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\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-\u903b\u8f91\u56de\u5f52\u4f18\u52bf\u6bd4\/","og_locale":"zh_CN","og_type":"article","og_title":"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials","og_description":"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\u3002","og_url":"https:\/\/statorials.org\/cn\/r-\u903b\u8f91\u56de\u5f52\u4f18\u52bf\u6bd4\/","og_site_name":"Statorials","article_published_time":"2023-07-10T17:15:06+00:00","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":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/","url":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/","name":"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4 - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/cn\/#website"},"datePublished":"2023-07-10T17:15:06+00:00","dateModified":"2023-07-10T17:15:06+00:00","author":{"@id":"https:\/\/statorials.org\/cn\/#\/schema\/person\/124e4e5b7c9f8dc0f1f95cc8c1db3261"},"description":"\u672c\u6559\u7a0b\u901a\u8fc7\u4e00\u4e2a\u793a\u4f8b\u89e3\u91ca\u5982\u4f55\u8ba1\u7b97\u548c\u89e3\u91ca R \u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/cn\/r-%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e4%bc%98%e5%8a%bf%e6%af%94\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/cn\/"},{"@type":"ListItem","position":2,"name":"A\uff1a\u5982\u4f55\u8ba1\u7b97\u903b\u8f91\u56de\u5f52\u6a21\u578b\u4e2d\u7684\u4f18\u52bf\u6bd4"}]},{"@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\/4490","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=4490"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/posts\/4490\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/media?parent=4490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/categories?post=4490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/cn\/wp-json\/wp\/v2\/tags?post=4490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}