{"id":622,"date":"2023-07-29T07:33:51","date_gmt":"2023-07-29T07:33:51","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e7%bb%9f%e8%ae%a1%e7%9b%b8%e5%85%b3%e6%80%a7\/"},"modified":"2023-07-29T07:33:51","modified_gmt":"2023-07-29T07:33:51","slug":"%e7%bb%9f%e8%ae%a1%e7%9b%b8%e5%85%b3%e6%80%a7","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e7%bb%9f%e8%ae%a1%e7%9b%b8%e5%85%b3%e6%80%a7\/","title":{"rendered":"Stata \u4e2d\u7684\u76f8\u5173\u6027\uff1apearson\u3001spearman \u548c kendall"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c<strong>\u76f8\u5173\u6027<\/strong>\u662f\u6307\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u5f3a\u5ea6\u548c\u65b9\u5411\u3002\u76f8\u5173\u7cfb\u6570\u7684\u503c\u8303\u56f4\u4e3a -1 \u5230 1\uff0c\u5176\u4e2d -1 \u8868\u793a\u5b8c\u5168\u8d1f\u5173\u7cfb\uff0c0 \u8868\u793a\u6ca1\u6709\u5173\u7cfb\uff0c1 \u8868\u793a\u5b8c\u5168\u6b63\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8861\u91cf\u76f8\u5173\u6027\u7684\u5e38\u7528\u65b9\u6cd5\u6709\u4ee5\u4e0b\u4e09\u79cd\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u76ae\u5c14\u900a\u76f8\u5173\u6027\uff1a<\/strong>\u7528\u4e8e\u8861\u91cf\u4e24\u4e2a\u8fde\u7eed\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002 \uff08\u4f8b\u5982\u8eab\u9ad8\u548c\u4f53\u91cd\uff09<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Spearman\u76f8\u5173\u6027\uff1a<\/strong>\u7528\u4e8e\u8861\u91cf\u4e24\u4e2a\u5206\u7c7b\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002 \uff08\u4f8b\u5982\uff0c\u5b66\u751f\u6570\u5b66\u8003\u8bd5\u6210\u7ee9\u7684\u6392\u540d\u4e0e\u73ed\u7ea7\u4e2d\u79d1\u5b66\u8003\u8bd5\u6210\u7ee9\u7684\u6392\u540d\uff09<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kendall&#8217;s Correlation\uff1a<\/strong>\u5f53\u60a8\u60f3\u4f7f\u7528 Spearman \u76f8\u5173\u6027\u4f46\u6837\u672c\u91cf\u8f83\u5c0f\u4e14\u76f8\u5173\u6392\u540d\u8f83\u591a\u65f6\u4f7f\u7528\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Stata \u4e2d\u67e5\u627e\u4e09\u79cd\u7c7b\u578b\u7684\u76f8\u5173\u6027\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u52a0\u8f7d\u6570\u636e\u4e2d<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e\u4ee5\u4e0b\u6bcf\u4e2a\u793a\u4f8b\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u540d\u4e3a<em>auto \u7684<\/em>\u6570\u636e\u96c6\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\u6765\u52a0\u8f7d\u6b64\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u4f7f\u7528https:\/\/www.stata-press.com\/data\/r13\/auto<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\u6765\u5feb\u901f\u6982\u89c8\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u603b\u7ed3\u4e00\u4e0b<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5840 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterstata1.png\" sizes=\"auto, \" srcset=\"\" alt=\"\u603b\u7ed3Stata\u4e2d\u7684\u4e00\u4e2a\u793a\u4f8b\u547d\u4ee4\" width=\"467\" height=\"330\"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6570\u636e\u96c6\u4e2d\u5171\u6709 12 \u4e2a\u53d8\u91cf\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u5728Stata\u4e2d\u627e\u5230\u76ae\u5c14\u900a\u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>pwcorr<\/strong>\u547d\u4ee4\u627e\u5230<em>\u91cd\u91cf<\/em>\u548c<em>\u957f\u5ea6<\/em>\u53d8\u91cf\u4e4b\u95f4\u7684<a href=\"https:\/\/statorials.org\/cn\/\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570-1\/\" target=\"_blank\" rel=\"noopener\">\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570<\/a>\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr \u91cd\u91cf \u957f\u5ea6<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5870 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata1.png\" alt=\"Stata \u4e2d\u7684\u76ae\u5c14\u900a\u76f8\u5173\u7cfb\u6570\" width=\"275\" height=\"123\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8fd9\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684 Pearson \u76f8\u5173\u7cfb\u6570\u4e3a<strong>0.9460<\/strong> \u3002\u4e3a\u4e86\u786e\u5b9a\u8fd9\u4e2a\u76f8\u5173\u7cfb\u6570\u662f\u5426\u663e\u7740\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>sig<\/strong>\u547d\u4ee4\u627e\u5230 p \u7684\u503c\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr \u91cd\u91cf\u957f\u5ea6\uff0csig<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5871 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata2.png\" alt=\"Stata\u4e2d\u76ae\u5c14\u900a\u76f8\u5173\u7684\u542b\u4e49\" width=\"277\" height=\"180\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">p \u503c\u4e3a<strong>0.000<\/strong> \u3002\u7531\u4e8e\u8be5\u503c\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u8fd9\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u67e5\u627e\u591a\u4e2a\u53d8\u91cf\u7684 Pearson \u76f8\u5173\u7cfb\u6570\uff0c\u53ea\u9700\u5728<strong>pwcorr<\/strong>\u547d\u4ee4\u540e\u952e\u5165\u53d8\u91cf\u5217\u8868\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr \u91cd\u91cf\u957f\u5ea6\u4f4d\u79fb\uff0csig<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5872 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata3.png\" alt=\"Stata \u4e2d\u591a\u4e2a\u53d8\u91cf\u7684 Pearson \u76f8\u5173\u6027\" width=\"334\" height=\"253\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u4f53\u91cd\u548c\u957f\u5ea6\u4e4b\u95f4\u7684\u76ae\u5c14\u900a\u76f8\u5173\u6027 = 0.9460 | p \u503c = 0.000<\/span><\/li>\n<li><span style=\"color: #000000;\">\u91cd\u91cf\u548c\u4f4d\u79fb\u4e4b\u95f4\u7684\u76ae\u5c14\u900a\u76f8\u5173\u6027 = 0.8949 | p \u503c = 0.000<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4f4d\u79fb\u548c\u957f\u5ea6\u4e4b\u95f4\u7684 Pearson \u76f8\u5173\u6027 = 0.8351 | p \u503c = 0.000<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u5728 Stata \u4e2d\u67e5\u627e Spearman \u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>spearman<\/strong>\u547d\u4ee4\u627e\u5230\u53d8\u91cf<em>trunk<\/em>\u548c<i>rep78<\/i>\u4e4b\u95f4\u7684Spearman\u76f8\u5173\u7cfb\u6570\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u957f\u77db\u6811\u5e72rep78<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5873 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata4.png\" alt=\"Stata \u4e2d\u7684 Spearman \u76f8\u5173\u6027\" width=\"385\" height=\"152\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u89c2\u6d4b\u503c\u6570\u91cf\uff1a<\/strong>\u8fd9\u662f\u7528\u4e8e\u8ba1\u7b97 Spearman \u76f8\u5173\u7cfb\u6570\u7684\u6210\u5bf9\u89c2\u6d4b\u503c\u7684\u6570\u91cf\u3002\u7531\u4e8e<em>rep78<\/em>\u53d8\u91cf\u7f3a\u5c11\u4e00\u4e9b\u503c\uff0cStata\u4ec5\u4f7f\u7528\u6bcf\u5bf969\u4e2a\u89c2\u6d4b\u503c\uff08\u800c\u4e0d\u662f\u5168\u90e874\u4e2a\uff09\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Spearman&#8217;s Rho\uff1a<\/strong>\u8fd9\u662f Spearman \u76f8\u5173\u7cfb\u6570\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5b83\u662f-0.2235\uff0c\u8fd9\u8868\u660e\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u8d1f\u76f8\u5173\u3002\u968f\u7740\u5176\u4e2d\u4e00\u4e2a\u7684\u589e\u52a0\uff0c\u53e6\u4e00\u4e2a\u8d8b\u4e8e\u51cf\u5c11\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6982\u7387 &gt; |t| \uff1a<\/strong>\u8fd9\u662f\u4e0e\u5047\u8bbe\u68c0\u9a8c\u76f8\u5173\u7684 p \u503c\u3002\u5728\u672c\u4f8b\u4e2d\uff0cp \u503c\u4e3a 0.0649\uff0c\u8fd9\u8868\u660e\u5728 \u03b1 = 0.05 \u65f6\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u4e0d\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u76f8\u5173\u6027\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ea\u9700\u5728<strong>Spearman<\/strong>\u547d\u4ee4\u540e\u8f93\u5165\u66f4\u591a\u53d8\u91cf\u5373\u53ef\u627e\u5230\u591a\u4e2a\u53d8\u91cf\u7684 Spearman \u76f8\u5173\u7cfb\u6570\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>stats(rho p)<\/strong>\u547d\u4ee4\u627e\u5230\u6bcf\u4e2a\u6210\u5bf9\u76f8\u5173\u6027\u7684\u76f8\u5173\u7cfb\u6570\u548c\u76f8\u5e94\u7684 p \u503c\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u65af\u76ae\u5c14\u66fc\u4e3b\u5e72rep78 gear_ratio\uff0c\u7edf\u8ba1\u6570\u636e\uff08rho p\uff09<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5874 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata5.png\" alt=\"Stata \u4e2d\u591a\u4e2a\u53d8\u91cf\u7684 Spearman \u76f8\u5173\u6027\" width=\"345\" height=\"345\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">trunk \u548crep78 \u4e4b\u95f4\u7684\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u6027 = -0.2235 | p \u503c = 0.0649<\/span><\/li>\n<li><span style=\"color: #000000;\">\u8eaf\u5e72\u548c gear_ratio \u4e4b\u95f4\u7684 Spearman \u76f8\u5173\u6027 = -0.5187 | p \u503c = 0.0000<\/span><\/li>\n<li> <span style=\"color: #000000;\">gear_ratio \u548crep78 \u4e4b\u95f4\u7684\u65af\u76ae\u5c14\u66fc\u76f8\u5173\u6027 = 0.4275 | p \u503c = 0.0002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u5982\u4f55\u5728 Stata \u4e2d\u67e5\u627e Kendall \u76f8\u5173\u6027<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>ktau<\/strong>\u547d\u4ee4\u627e\u5230<em>trunk<\/em>\u548c<i>rep78<\/i>\u53d8\u91cf\u4e4b\u95f4\u7684<a href=\"https:\/\/statorials.org\/cn\/\u80af\u5fb7\u5c14\u65af\u5934\/\" target=\"_blank\" rel=\"noopener\">Kendall\u76f8\u5173\u7cfb\u6570<\/a>\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>ktau \u5e72\u7ebfrep78<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5875 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata6.png\" alt=\"Stata \u4e2d\u7684 Kendall \u76f8\u5173\u6027\" width=\"405\" height=\"191\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u89c2\u6d4b\u503c\u6570\u91cf\uff1a<\/strong>\u8fd9\u662f\u7528\u4e8e\u8ba1\u7b97\u80af\u5fb7\u5c14\u76f8\u5173\u7cfb\u6570\u7684\u6210\u5bf9\u89c2\u6d4b\u503c\u7684\u6570\u91cf\u3002\u7531\u4e8e<em>rep78<\/em>\u53d8\u91cf\u7f3a\u5c11\u4e00\u4e9b\u503c\uff0cStata\u4ec5\u4f7f\u7528\u6bcf\u5bf969\u4e2a\u89c2\u6d4b\u503c\uff08\u800c\u4e0d\u662f\u5168\u90e874\u4e2a\uff09\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Kendall&#8217;s Tau-b\uff1a<\/strong>\u8fd9\u662f\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684 Kendall \u76f8\u5173\u7cfb\u6570\u3002\u6211\u4eec\u901a\u5e38\u4f7f\u7528\u8fd9\u4e2a\u503c\u800c\u4e0d\u662f tau-a\uff0c\u56e0\u4e3a tau-b \u5728\u5e73\u5c40\u7684\u60c5\u51b5\u4e0b\u4f1a\u8fdb\u884c\u8c03\u6574\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0ctau-b = -0.1752\uff0c\u8868\u660e\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5448\u8d1f\u76f8\u5173\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u6982\u7387 &gt; |z| \uff1a<\/strong>\u8fd9\u662f\u4e0e\u5047\u8bbe\u68c0\u9a8c\u76f8\u5173\u7684 p \u503c\u3002\u5728\u672c\u4f8b\u4e2d\uff0cp \u503c\u4e3a 0.0662\uff0c\u8fd9\u8868\u660e\u5728 \u03b1 = 0.05 \u65f6\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u4e0d\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u76f8\u5173\u6027\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ea\u9700\u5728<strong>ktau<\/strong>\u547d\u4ee4\u540e\u8f93\u5165\u66f4\u591a\u53d8\u91cf\u5373\u53ef\u627e\u5230\u591a\u4e2a\u53d8\u91cf\u7684\u80af\u5fb7\u5c14\u76f8\u5173\u7cfb\u6570\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>stats(taub p)<\/strong>\u547d\u4ee4\u627e\u5230\u6bcf\u4e2a\u6210\u5bf9\u76f8\u5173\u6027\u7684\u76f8\u5173\u7cfb\u6570\u548c\u76f8\u5e94\u7684 p \u503c\uff1a<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>ktau trunk rep78 gear_ratio\uff0c\u7edf\u8ba1\u6570\u636e\uff08taub p\uff09<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5876 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata7.png\" alt=\"Stata \u4e2d\u591a\u4e2a\u53d8\u91cf\u7684 Kendall Tau\" width=\"378\" height=\"387\" srcset=\"\" sizes=\"auto, \"><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">trunk \u548crep78 \u4e4b\u95f4\u7684\u80af\u5fb7\u5c14\u76f8\u5173\u6027 = -0.1752 | p \u503c = 0.0662<\/span><\/li>\n<li> <span style=\"color: #000000;\">Kendall \u7684 trunk \u548c gear_ratio \u4e4b\u95f4\u7684\u76f8\u5173\u6027 = -0.3753 | p \u503c = 0.0000<\/span><\/li>\n<li> <span style=\"color: #000000;\">gear_ratio \u548crep78 \u4e4b\u95f4\u7684\u80af\u5fb7\u5c14\u76f8\u5173\u6027 = 0.3206 | p \u503c = 0.0006<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u76f8\u5173\u6027\u662f\u6307\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u5173\u7cfb\u7684\u5f3a\u5ea6\u548c\u65b9\u5411\u3002\u76f8\u5173\u7cfb\u6570\u7684\u503c\u8303\u56f4\u4e3a -1 \u5230 1\uff0c\u5176\u4e2d -1 \u8868\u793a\u5b8c\u5168\u8d1f\u5173 [&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-622","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>Stata \u4e2d\u7684\u76f8\u5173\u6027\uff1aPearson\u3001Spearman \u548c Kendall - 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