{"id":1559,"date":"2023-07-25T21:38:06","date_gmt":"2023-07-25T21:38:06","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e7%a7%a9%e6%a3%80%e9%aa%8c\/"},"modified":"2023-07-25T21:38:06","modified_gmt":"2023-07-25T21:38:06","slug":"r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e7%a7%a9%e6%a3%80%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%af%b9%e6%95%b0%e7%a7%a9%e6%a3%80%e9%aa%8c\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6267\u884c\u5bf9\u6570\u79e9\u68c0\u9a8c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u5bf9\u6570\u79e9\u68c0\u9a8c<\/strong>\u662f\u6bd4\u8f83\u4e24\u7ec4\u4e4b\u95f4\u751f\u5b58\u66f2\u7ebf\u7684\u6700\u5e38\u89c1\u65b9\u6cd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u6d4b\u8bd5\u4f7f\u7528\u4ee5\u4e0b<a href=\"https:\/\/statorials.org\/cn\/\u5047\u8bbe\u68c0\u9a8c1\/\" target=\"_blank\" rel=\"noopener\">\u5047\u8bbe<\/a>\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> \uff1a<\/strong>\u4e24\u7ec4\u4e4b\u95f4\u7684\u751f\u5b58\u7387\u6ca1\u6709\u5dee\u5f02\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> \uff1a<\/strong>\u4e24\u7ec4\u4e4b\u95f4\u7684\u751f\u5b58\u7387<em>\u5b58\u5728<\/em>\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5982\u679c\u68c0\u9a8c\u7684<a href=\"https:\/\/statorials.org\/cn\/p\u503c\u7edf\u8ba1\u663e\u7740\u6027\/\" target=\"_blank\" rel=\"noopener\">p \u503c<\/a>\u4f4e\u4e8e\u4e00\u5b9a\u7684\u663e\u7740\u6027\u6c34\u5e73\uff08\u4f8b\u5982 \u03b1 = 0.05\uff09\uff0c\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u62d2\u7edd\u96f6\u5047\u8bbe\u5e76\u5f97\u51fa\u7ed3\u8bba\uff1a\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u4e24\u7ec4\u4e4b\u95f4\u7684\u751f\u5b58\u7387\u5b58\u5728\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u5728 R \u4e2d\u6267\u884c\u5bf9\u6570\u79e9\u6d4b\u8bd5\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>Survival<\/strong>\u5305\u4e2d\u7684<strong>survdiff()<\/strong>\u51fd\u6570\uff0c\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>survdiff(Surv(\u65f6\u95f4\u3001\u72b6\u6001) ~ \u9884\u6d4b\u53d8\u91cf\u3001\u6570\u636e)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b64\u51fd\u6570\u8fd4\u56de\u5361\u65b9\u68c0\u9a8c\u7edf\u8ba1\u91cf\u548c\u76f8\u5e94\u7684 p \u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u6f14\u793a\u5982\u4f55\u4f7f\u7528\u6b64\u51fd\u6570\u5728 R \u4e2d\u6267\u884c\u5bf9\u6570\u79e9\u68c0\u9a8c\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aR \u4e2d\u7684\u5bf9\u6570\u79e9\u68c0\u9a8c<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5bf9\u4e8e\u6b64\u793a\u4f8b\uff0c\u6211\u4eec\u5c06\u4f7f\u7528<strong>\u751f\u5b58<\/strong>\u5305\u4e2d\u7684<strong>\u5375\u5de2<\/strong>\u6570\u636e\u96c6\u3002\u8be5\u6570\u636e\u96c6\u5305\u542b 26 \u540d\u60a3\u8005\u7684\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u88ab\u8bca\u65ad\u60a3\u6709\u5375\u5de2\u764c\u540e\u7684\u751f\u5b58\u65f6\u95f4\uff08\u4ee5\u6708\u4e3a\u5355\u4f4d\uff09<\/span><\/li>\n<li><span style=\"color: #000000;\">\u751f\u5b58\u65f6\u95f4\u662f\u5426\u88ab\u5ba1\u67e5<\/span><\/li>\n<li><span style=\"color: #000000;\">\u63a5\u53d7\u7684\u6cbb\u7597\u7c7b\u578b\uff08rx = 1 \u6216 rx = 2\uff09<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u663e\u793a\u6b64\u6570\u636e\u96c6\u7684\u524d\u516d\u884c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (survival)\n\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>head(ovarian)\n\n  futime fustat age resid.ds rx ecog.ps\n1 59 1 72.3315 2 1 1\n2 115 1 74.4932 2 1 1\n3 156 1 66.4658 2 1 2\n4 421 0 53.3644 2 2 1\n5,431 1 50.3397 2 1 1\n6 448 0 56.4301 1 1 2<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u6267\u884c\u5bf9\u6570\u79e9\u68c0\u9a8c\u4ee5\u786e\u5b9a\u63a5\u53d7\u4e0d\u540c\u6cbb\u7597\u7684\u60a3\u8005\u4e4b\u95f4\u7684\u751f\u5b58\u7387\u662f\u5426\u5b58\u5728\u5dee\u5f02\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform log rank test\n<\/span>survdiff(Surv(futime, fustat) ~ rx, data=ovarian)\n\nCall:\nsurvdiff(formula = Surv(futime, fustat) ~ rx, data = ovarian)\n\n      N Observed Expected (OE)^2\/E (OE)^2\/V\nrx=1 13 7 5.23 0.596 1.06\nrx=2 13 5 6.77 0.461 1.06\n\n Chisq= 1.1 on 1 degrees of freedom, p= 0.3 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5361\u65b9\u68c0\u9a8c\u7edf\u8ba1\u91cf\u4e3a<b>1.1<\/b> \uff0c\u81ea\u7531\u5ea6\u4e3a 1\uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.3<\/strong> \u3002\u7531\u4e8e\u8be5 p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u65e0\u6cd5\u62d2\u7edd\u539f\u5047\u8bbe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u8868\u660e\u4e24\u79cd\u6cbb\u7597\u65b9\u6cd5\u4e4b\u95f4\u7684\u751f\u5b58\u7387\u5b58\u5728\u7edf\u8ba1\u5b66\u4e0a\u7684\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u7ed8\u5236\u6bcf\u4e2a\u7ec4\u7684\u751f\u5b58\u66f2\u7ebf\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot survival curves for each treatment group\n<\/span>plot(survfit(Surv(futime, fustat) ~ rx, data = ovarian), \n     xlab = \" <span style=\"color: #008000;\">Time<\/span> \", \n     ylab = \u201c <span style=\"color: #008000;\">Overall survival probability<\/span> \u201d)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15424 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logranktest1.png\" alt=\"R \u4e2d\u7684\u751f\u5b58\u66f2\u7ebf\u56fe\" width=\"428\" height=\"390\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u751f\u5b58\u66f2\u7ebf\u7565\u6709\u4e0d\u540c\uff0c\u4f46\u5bf9\u6570\u79e9\u68c0\u9a8c\u544a\u8bc9\u6211\u4eec\u5dee\u5f02\u5e76\u4e0d\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bf9\u6570\u79e9\u68c0\u9a8c\u662f\u6bd4\u8f83\u4e24\u7ec4\u4e4b\u95f4\u751f\u5b58\u66f2\u7ebf\u7684\u6700\u5e38\u89c1\u65b9\u6cd5\u3002 \u8be5\u6d4b\u8bd5\u4f7f\u7528\u4ee5\u4e0b\u5047\u8bbe\uff1a H 0 \uff1a\u4e24\u7ec4\u4e4b\u95f4\u7684\u751f\u5b58\u7387\u6ca1\u6709\u5dee\u5f02\u3002 H [&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-1559","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\u5bf9\u6570\u79e9\u68c0\u9a8c - Statorials<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u901a\u8fc7\u793a\u4f8b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u5bf9\u6570\u79e9\u68c0\u9a8c\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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