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js_wx_tap_highlight weui-wa-hotarea\" id=\"js_name\">\u751f\u4fe1\u679c <\/a><\/span><em id=\"publish_time\" class=\"rich_media_meta rich_media_meta_text\">2023-07-31 19:00:14<\/em><\/div>\n<p><content><\/p>\n<div class=\"reprint\">\n<p>\u8f6c\u81ea\u516c\u4f17\u53f7\uff1aR\u8bed\u8a00\u5b66\u5f92<br \/><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=Mzg5MDk3Mzg4OA==&mid=2247484766&idx=1&sn=7dead471187fa637eeeef243038540ce\" target=\"_blank\" title=\"\u9605\u8bfb\u539f\u6587\" rel=\"noopener\">http:\/\/mp.weixin.qq.com\/s?__biz=Mzg5MDk3Mzg4OA==&mid=2247484766&idx=1&sn=7dead471187fa637eeeef243038540ce<\/a><\/p>\n<\/div>\n<section style=\"font-size: 16px;margin-bottom: 24px;\">\n<section style=\"text-align: left;justify-content: flex-start;display: flex;flex-flow: row nowrap;margin-top: 20px;margin-bottom: 25px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;background-color: rgb(249, 172, 172);box-shadow: rgb(249, 172, 172) 0px 0px 5px 3px;\">\n<section style=\"text-align: center;transform: translate3d(2px, 0px, 0px);margin-top: -14px;margin-bottom: -14px;\" powered-by=\"xiumi.us\">\n<p>{ \u70b9\u51fb\u84dd\u5b57\uff0c\u5173\u6ce8\u6211\u4eec }<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\">\u6211\u4eec\u5728\u751f\u7269\u4fe1\u606f\u5206\u6790\u8fc7\u7a0b\u4e2d\u7ecf\u5e38\u770b\u5230\u7bb1\u7ebf\u56fe(Box Plot), \u5b83\u662f\u7531\u4e00\u7ec4\u6216\u591a\u7ec4\u8fde\u7eed\u578b\u5b9a\u91cf\u6570\u636e\u7684\u6700\u5c0f\u89c2\u6d4b\u503c\u3001\u7b2c\u4e00\u56db\u5206\u4f4d\u6570\u3001\u4e2d\u4f4d\u6570\u3001\u7b2c\u4e09\u5206\u4f4d\u6570\u548c\u6700\u5927\u89c2\u6d4b\u503c\u6765\u53cd\u6620\u6570\u636e\u7684\u5206\u5e03\u60c5\u51b5\u7684\u7edf\u8ba1\u56fe\u3002\u7bb1\u7ebf\u56fe\u5728\u751f\u4fe1\u679c\u7684\u5176\u4ed6\u63a8\u6587\u5df2\u7ecf\u6709\u8be6\u7ec6\u4ecb\u7ecd\u4e86\uff0c\u8fd9\u91cc\u5c0f\u5e08\u59b9\u7ed9\u5927\u5bb6\u5e26\u6765\u8fdb\u9636\u7684\u6559\u5b66\uff0c\u5c06\u7ec6\u8282\u7684\u5730\u65b9\u5b8c\u5584\uff0c\u7ed8\u5236\u51fa\u6f02\u4eae\u7b80\u6d01\u7684SCI\u7ea7\u522b\u7684\u7bb1\u7ebf\u56fe\uff0c\u5927\u5bb6\u4e0b\u9762\u8d76\u7d27\u8ddf\u7740\u5c0f\u5e08\u59b9\u7ed8\u5236\u8fd9\u6837\u7684\u7bb1\u7ebf\u56fe\u5427\uff01<\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u9996\u5148\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u5c0f\u5e08\u59b9\u8fd9\u91cc\u7528\u968f\u673a\u6570\u751f\u6210\u4e86\u4e00\u4e2a\u7b26\u5408\u7ed8\u5236\u7bb1\u7ebf\u56fe\u7684\u6570\u636e\uff0c\u5927\u5bb6\u53ef\u4ee5\u5728\u6587\u672b\u81ea\u53d6\uff0c\u63a5\u4e0b\u6765\u5c31\u6253\u5f00\u4f60\u7684Rstudio\u5b9e\u9645\u64cd\u4f5c\u8d77\u6765\u5427\uff01<\/p>\n<\/section>\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row nowrap;margin-top: 10px;margin-bottom: 20px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;min-width: 5%;height: auto;box-shadow: rgb(239, 135, 135) 6px 6px 0px 0px;padding: 8px;\">\n<section style=\"text-align: left;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;font-size: 17px;\">\n<p style=\"text-align: left;white-space: normal;\"><strong>\u52a0\u8f7d\u6240\u9700\u8981\u7684\u5305\u548c\u6570\u636e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">rm(<span class=\"code-snippet__built_in\">list<\/span> = ls())<span class=\"code-snippet__comment\">#\u6e05\u9664\u73af\u5883\u4e2d\u7684\u53d8\u91cf<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\">library(viridis)<\/span><\/code><code><span class=\"code-snippet_outer\">data <- read.csv(<span class=\"code-snippet__string\">\"data.csv\"<\/span>)<span class=\"code-snippet__comment\">#\u8bfb\u53d6\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">head(data)<span class=\"code-snippet__comment\">#\u67e5\u770b\u6570\u636e\u7684\u524d\u51e0\u884c<\/span><\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><strong>data\u6570\u636e\u5305\u62ec\u4e94\u5217\uff1a<\/strong><span style=\"text-indent: 0em;\">Gender\uff0cWeight\uff0cAge\uff0cTumorsize\uff0cGroup\uff0c\u5373\u4e94\u4e2a\u53d8\u91cf\uff0c\u5176\u4e2dGender\u662f\u5206\u7c7b\u53d8\u91cf\uff0c\u6709male\u548cfemale\u4e24\u4e2a\u5206\u7c7b\u6c34\u5e73\uff0cGroup\u4e5f\u662f\u5206\u7c7b\u53d8\u91cf\uff0c\u4f46\u662f\u6709A\uff0cB\uff0cC\u4e09\u4e2a\u5206\u7c7b\u6c34\u5e73\uff0cWeight\uff0cAge\u548cTumorsize\u662f\u4e09\u4e2a\u8fde\u7eed\u53d8\u91cf\u3002\u8fd9\u5c31\u662f\u5c0f\u5e08\u59b9\u4e3a\u5927\u5bb6\u7ec3\u4e60\u63d0\u4f9b\u7684\u6570\u636e\uff0c\u5f53\u7136\u5927\u5bb6\u4e5f\u53ef\u4ee5\u81ea\u5df1\u6dfb\u52a0\uff0c\u6bd4\u5982\u6dfb\u52a0\u6709\u56db\u4e2a\u5206\u7c7b\u6c34\u5e73\u7684\u5206\u7c7b\u53d8\u91cf\u3002<\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8488888888888889\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_QaiahazVwQyP4BEdWfnbvopIUTsZQQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9Vh6Ihn2S2GKmMOtAzrFGZLuGxJQaiahazVwQyP4BEdWfnbvopIUTsZQQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"450\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u5927\u5bb6\u77e5\u9053\u4e86\u6570\u636e\u7684\u6784\u6210\u4e4b\u540e\u5c31\u53ef\u4ee5\u76f4\u63a5\u5f00\u59cb\u7ed8\u56fe\u4e86\uff0c\u5f53\u7136\u8fd9\u91cc\u5c0f\u5e08\u59b9\u662f\u4e3a\u5927\u5bb6\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5341\u5206\u6807\u51c6\u7684\u6570\u636e\uff0c\u5927\u5bb6\u5728\u5b9e\u9645\u5206\u6790\u8fc7\u7a0b\u4e2d\u662f\u5f88\u96be\u9047\u5230\u8fd9\u6837\u6807\u51c6\u7684\u6570\u636e\u7684\uff0c\u53ef\u80fd\u8fd8\u9700\u8981\u5bf9\u6570\u636e\u5904\u7406\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u8fdb\u884c\u7ed8\u56fe\u5206\u6790\uff0c\u6bd4\u5982\u53bb\u9664\u5f02\u5e38\u503c\uff0c\u7a7a\u767d\u503c\uff0c\u8fd9\u4e9b\u540e\u9762\u6709\u673a\u4f1a\u5c0f\u5e08\u59b9\u4f1a\u4e3a\u5927\u5bb6\u63d0\u4f9b\u6559\u7a0b\u3002<\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">###\u7ed8\u5236Gender\u548cWeight\u7684\u7bb1\u7ebf\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q1 <- ggboxplot(data, x = <span class=\"code-snippet__string\">\"Gender\"<\/span>, y = <span class=\"code-snippet__string\">\"Weight\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">color = <span class=\"code-snippet__string\">\"Gender\"<\/span>, palette = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"#00AFBB\"<\/span>, <span class=\"code-snippet__string\">\"#E7B800\"<\/span>, <span class=\"code-snippet__string\">\"#FC4E07\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">ylab = <span class=\"code-snippet__string\">\"Weight\"<\/span>, xlab = <span class=\"code-snippet__string\">\"Gender\"<\/span>,<span class=\"code-snippet__comment\">#x\u8f74\u548cy\u8f74\u540d\u79f0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>,add.params = <span class=\"code-snippet__built_in\">list<\/span>(size = <span class=\"code-snippet__number\">0.3<\/span>),width = <span class=\"code-snippet__number\">0.5<\/span>)+ <span class=\"code-snippet__comment\">#\u6dfb\u52a0\u6563\u70b9<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,size=<span class=\"code-snippet__number\">5<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">theme(legend.position = <span class=\"code-snippet__string\">'none'<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">text = element_text(size = <span class=\"code-snippet__number\">18<\/span>,family = <span class=\"code-snippet__string\">\"sans\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.x = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.y = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>))<span class=\"code-snippet__comment\">#\u53bb\u9664\u56fe\u4f8b\uff0c\u8c03\u6574\u5b57\u4f53\u5927\u5c0f<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q1<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u5176\u4e2dggboxplot\u5c31\u662f\u7ed8\u5236\u7bb1\u7ebf\u56fe\u7684\u51fd\u6570\uff0c\u81ea\u53d8\u91cf\u662fGender\uff0c\u56e0\u53d8\u91cf\u662fWeight\uff0c\u989c\u8272color\u662f\u6309\u7167Gender\u5206\u7c7b\u7684\uff0cpalette\u8c03\u8272\u677f\u8fd9\u91cc\u5c0f\u5e08\u59b9\u8bbe\u7f6e\u4e86\u4e09\u4e2a\u6bd4\u8f83\u597d\u770b\u7684\u989c\u8272\uff0c\u7531\u4e8eGender\u53ea\u6709\u4e24\u4e2a\u5206\u7c7b\uff0c\u56e0\u6b64\u53ea\u4f7f\u7528\u4e86\u524d\u4e24\u4e2a\u989c\u8272\u3002\u540c\u65f6\u5c0f\u5e08\u59b9add\u4e86\u6563\u70b9\uff0c\u8fd8\u8c03\u6574\u4e86\u6563\u70b9\u7684\u5927\u5c0f\u548c\u6563\u70b9\u5206\u5e03\u7684\u5bbd\u5ea6\uff08\u5c0f\u5e08\u59b9\u8fd9\u513f\u7684\u8bbe\u7f6e\u5728\u4fdd\u5b58\u4e3aPDF\u4e4b\u540e\u4f1a\u5f88\u597d\u770b\uff09\u3002\u8fd9\u91cc\u5c0f\u5e08\u59b9\u4f7f\u7528stat_compare_means()\u51fd\u6570\u6dfb\u52a0\u4e86wilcoxon\u68c0\u9a8c\u7684p\u503c\u3002<strong>\u4e0b\u9762\u662f\u8fd9\u6bb5\u4ee3\u7801\u751f\u6210\u7684\u56fe\uff1a<\/strong><\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 80%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.3408662900188324\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_eO1LYszjKGOvoHTqtQx7mxOXx50rpA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9V4wTz9Y2IicqbDKfrRMdcr0Az0eO1LYszjKGOvoHTqtQx7mxOXx50rpA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"531\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u8fd9\u91cc\u6211\u4eec\u5bf9\u4e8e\u8fd9\u4e2a\u68c0\u9a8c\u7684p\u503c\u5e76\u6ca1\u6709\u8fdb\u884c\u63a7\u5236\u683c\u5f0f\uff0c\u5982\u679c\u6709\u5c0f\u4f19\u4f34\u60f3\u8981\u66f4\u52a0\u9ad8\u7ea7\u5730\u6dfb\u52a0\u8fd9\u4e2ap\u503c\u53ef\u4ee5\u628a<\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,size=<span class=\"code-snippet__number\">5<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u4fee\u6539\u4e3a\uff1a<\/strong><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,aes(label = sprintf(<span class=\"code-snippet__string\">\"p = %4.3f\"<\/span>, <span class=\"code-snippet__built_in\">as.numeric<\/span>(..p.format..))),label.x = <span class=\"code-snippet__number\">1<\/span>,label.y=<span class=\"code-snippet__number\">85<\/span>,size=<span class=\"code-snippet__number\">5<\/span>,family=<span class=\"code-snippet__string\">\"sans\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u8fd9\u91cc\u6211\u4eec\u628a\u8fd9\u4e2a\u6ce8\u91ca\u7684\u4f4d\u7f6e\u8c03\u6574\u5230\u4e86(1,85)\uff0c\u5f53\u7136\u8fd9\u4e2a\u53ef\u4ee5\u6839\u636e\u6570\u636e\u5206\u5e03\u8303\u56f4\u7684\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\uff0c\u8bbe\u7f6e\u4e86\u5176\u5b57\u4f53\u548c\u5927\u5c0f\uff0c\u5e76\u4e14\u53bb\u6389\u4e86\u524d\u9762\u7684Wilcoxon\uff0c\u53ea\u4fdd\u7559\u4e86p\u503c\uff0c\u5e76\u4e14p\u503c\u662f\u683c\u5f0f\u5316\u8f93\u51fa\u4e86\uff0c\u4fdd\u7559\u4e86\u4e09\u4f4d\u5c0f\u6570\uff1a<\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 80%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.3415841584158417\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_FqtH4GEoDBmmvx0QdNO2qNjgHTnZRw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9V4IWiaViaZuOPHGPXa1BIolwrbWFqtH4GEoDBmmvx0QdNO2qNjgHTnZRw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"606\" style=\"vertical-align: middle;width: 255px;height: 342px;\" \/><\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">###\u7ed8\u5236Group\u548cAge\u7684\u7bb1\u7ebf\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">data$Group <- factor(data$Group, levels = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"A\"<\/span>,<span class=\"code-snippet__string\">\"B\"<\/span>,<span class=\"code-snippet__string\">\"C\"<\/span>))<span class=\"code-snippet__comment\">#\u8f6c\u6362\u6210\u56e0\u5b50\u53d8\u91cf<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q2 <- ggboxplot(data, x = <span class=\"code-snippet__string\">\"Group\"<\/span>, y = <span class=\"code-snippet__string\">\"Age\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">color = <span class=\"code-snippet__string\">\"Group\"<\/span>, palette = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"#00AFBB\"<\/span>, <span class=\"code-snippet__string\">\"#E7B800\"<\/span>, <span class=\"code-snippet__string\">\"#FC4E07\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">ylab = <span class=\"code-snippet__string\">\"Age\"<\/span>, xlab = <span class=\"code-snippet__string\">\"Group\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>,add.params = <span class=\"code-snippet__built_in\">list<\/span>(size = <span class=\"code-snippet__number\">0.3<\/span>),width = <span class=\"code-snippet__number\">0.5<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"kruskal.test\"<\/span>,aes(label = sprintf(<span class=\"code-snippet__string\">\"p = %4.3f\"<\/span>, <span class=\"code-snippet__built_in\">as.numeric<\/span>(..p.format..))),<\/span><\/code><code><span class=\"code-snippet_outer\">label.x = <span class=\"code-snippet__number\">1<\/span>,label.y=<span class=\"code-snippet__number\">85<\/span>,size=<span class=\"code-snippet__number\">5<\/span>,family=<span class=\"code-snippet__string\">\"sans\"<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">theme(legend.position = <span class=\"code-snippet__string\">'none'<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">text = element_text(size = <span class=\"code-snippet__number\">18<\/span>,family = <span class=\"code-snippet__string\">\"sans\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.x = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.y = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">q2<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\">\u8fd9\u91cc\u6211\u4eec\u9996\u5148\u5c06Group\u8f6c\u6362\u4e3a\u4e86\u56e0\u5b50\uff0c\u8ba9\u5b83\u5177\u6709A,B,C\u7684\u987a\u5e8f\uff0c\u4e0d\u8fd9\u6837\u505a\u7684\u8bdd\u7ed8\u5236\u51fa\u6765\u7684\u56fe\u50cf\u6a2a\u5750\u6807\u987a\u5e8f\u5c06\u4f1a\u662fA,C,B\u3002<\/span><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\"><br \/><\/span><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u7ed8\u56fe\u90e8\u5206\u53ea\u9700\u8981\u5c06x\uff0ccolor\u548cxlab\u6539\u4e3aGroup\uff0cstat_compare_means()\u7684methon\u6539\u4e3akruskal.test\uff08\u5c0f\u5e08\u59b9\u5728\u5176\u4ed6\u63a8\u6587\u91cc\u9762\u4ecb\u7ecd\u8fc7\u591a\u4e2a\u5206\u7c7b\u53d8\u91cf\u5e94\u8be5\u7528kruskal.test\u68c0\u9a8c\uff09\uff0c<strong>\u7ed8\u5236\u51fa\u6765\u7684\u56fe\u50cf\u6709\u4e09\u4e2a\u7bb1\u7ebf\u56fe\uff1a<\/strong><\/p>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.306320907617504\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_g5BJd199bNCBLUWCL4JRAHMwzvRHqQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9VJYJfXTWHbgSu41J1pkZZLBf0g5BJd199bNCBLUWCL4JRAHMwzvRHqQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"617\" style=\"vertical-align: middle;width: 211px;height: 276px;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><strong>\u6700\u540e\u6211\u4eec\u628a\u7ed8\u5236\u7684\u4e24\u5e45\u56fe\u4fdd\u5b58\u4e3aPDF\uff1a<\/strong><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">ggsave(<span class=\"code-snippet__string\">\"Gender vs Weight.pdf\"<\/span>, q1, device = <span class=\"code-snippet__string\">\"pdf\"<\/span>,width = <span class=\"code-snippet__number\">3<\/span>, height = <span class=\"code-snippet__number\">4<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">ggsave(<span class=\"code-snippet__string\">\"Group vs Weight.pdf\"<\/span>, q2, device = <span class=\"code-snippet__string\">\"pdf\"<\/span>,width = <span class=\"code-snippet__number\">3<\/span>, height = <span class=\"code-snippet__number\">4<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\">\u5c0f\u5e08\u59b9\u8fd9\u91cc\u53ea\u4f7f\u7528\u4e86Weight\u8fd9\u4e2a\u8fde\u7eed\u53d8\u91cf\u548c\u4e24\u4e2a\u5206\u7c7b\u53d8\u91cf\u8fdb\u884c\u4e86\u7ed8\u56fe\uff0c\u5927\u5bb6\u53ef\u4ee5\u7528\u53e6\u5916\u4e24\u4e2a\u8fde\u7eed\u53d8\u91cf\u81ea\u5df1\u72ec\u7acb\u7ec3\u4e60\u4e00\u4e0b\u7ed8\u56fe\u3002<\/span><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\"><br \/><\/span><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u597d\u5566\uff0c\u8fd9\u5c31\u662f\u5c0f\u5e08\u59b9SCI\u7ea7\u522b\u7bb1\u7ebf\u56fe\u7ed8\u5236\u6559\u7a0b\u7684\u5168\u90e8\u5185\u5bb9\uff0c\u8fd9\u6b21\u7684\u4ee3\u7801\u6bd4\u8f83\u590d\u6742\u548c\u96be\u4ee5\u7406\u89e3\uff0c\u4f46\u662f\u7ed8\u5236\u7684\u56fe\u50cf\u770b\u8d77\u6765\u5f88\u6f02\u4eae\uff0c\u5e0c\u671b\u5927\u5bb6\u53ef\u4ee5\u4ed4\u7ec6\u7814\u7a76\uff5e\u6709\u9700\u8981\u4ee3\u7801\u7684\u6dfb\u52a0\u5e08\u59b9\u5fae\u4fe1\u54df\uff5e<\/p>\n<\/section>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row nowrap;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: 40%;padding-right: 10px;align-self: center;flex: 0 0 auto;\">\n<section style=\"font-size: 6px;margin-right: 0%;margin-left: 0%;text-align: right;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgba(255, 255, 255, 0);background-color: rgb(232, 250, 150);text-align: center;width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;color: transparent;\">\n<p>1<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 20%;align-self: center;flex: 0 0 auto;\">\n<section style=\"margin-right: 0%;margin-left: 0%;text-align: center;font-size: 21px;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(239, 135, 135);display: inline-block;width: 2.5em;height: 2.5em;line-height: 2.5em;border-radius: 100%;margin-left: auto;margin-right: auto;color: rgb(255, 255, 240);\">\n<p><strong>END<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 40%;padding-left: 10px;align-self: center;flex: 0 0 auto;\">\n<section style=\"font-size: 6px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: 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rgb(249, 172, 172);box-shadow: rgb(249, 172, 172) 0px 0px 5px 3px;\">\n<section style=\"text-align: center;transform: translate3d(2px, 0px, 0px);margin-top: -14px;margin-bottom: -14px;\" powered-by=\"xiumi.us\">\n<p>{ \u70b9\u51fb\u84dd\u5b57\uff0c\u5173\u6ce8\u6211\u4eec }<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\">\u6211\u4eec\u5728\u751f\u7269\u4fe1\u606f\u5206\u6790\u8fc7\u7a0b\u4e2d\u7ecf\u5e38\u770b\u5230\u7bb1\u7ebf\u56fe(Box Plot), \u5b83\u662f\u7531\u4e00\u7ec4\u6216\u591a\u7ec4\u8fde\u7eed\u578b\u5b9a\u91cf\u6570\u636e\u7684\u6700\u5c0f\u89c2\u6d4b\u503c\u3001\u7b2c\u4e00\u56db\u5206\u4f4d\u6570\u3001\u4e2d\u4f4d\u6570\u3001\u7b2c\u4e09\u5206\u4f4d\u6570\u548c\u6700\u5927\u89c2\u6d4b\u503c\u6765\u53cd\u6620\u6570\u636e\u7684\u5206\u5e03\u60c5\u51b5\u7684\u7edf\u8ba1\u56fe\u3002\u7bb1\u7ebf\u56fe\u5728\u751f\u4fe1\u679c\u7684\u5176\u4ed6\u63a8\u6587\u5df2\u7ecf\u6709\u8be6\u7ec6\u4ecb\u7ecd\u4e86\uff0c\u8fd9\u91cc\u5c0f\u5e08\u59b9\u7ed9\u5927\u5bb6\u5e26\u6765\u8fdb\u9636\u7684\u6559\u5b66\uff0c\u5c06\u7ec6\u8282\u7684\u5730\u65b9\u5b8c\u5584\uff0c\u7ed8\u5236\u51fa\u6f02\u4eae\u7b80\u6d01\u7684SCI\u7ea7\u522b\u7684\u7bb1\u7ebf\u56fe\uff0c\u5927\u5bb6\u4e0b\u9762\u8d76\u7d27\u8ddf\u7740\u5c0f\u5e08\u59b9\u7ed8\u5236\u8fd9\u6837\u7684\u7bb1\u7ebf\u56fe\u5427\uff01<\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u9996\u5148\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u6570\u636e\u96c6\uff0c\u5c0f\u5e08\u59b9\u8fd9\u91cc\u7528\u968f\u673a\u6570\u751f\u6210\u4e86\u4e00\u4e2a\u7b26\u5408\u7ed8\u5236\u7bb1\u7ebf\u56fe\u7684\u6570\u636e\uff0c\u5927\u5bb6\u53ef\u4ee5\u5728\u6587\u672b\u81ea\u53d6\uff0c\u63a5\u4e0b\u6765\u5c31\u6253\u5f00\u4f60\u7684Rstudio\u5b9e\u9645\u64cd\u4f5c\u8d77\u6765\u5427\uff01<\/p>\n<\/section>\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row nowrap;margin-top: 10px;margin-bottom: 20px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;width: auto;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;min-width: 5%;height: auto;box-shadow: rgb(239, 135, 135) 6px 6px 0px 0px;padding: 8px;\">\n<section style=\"text-align: left;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;font-size: 17px;\">\n<p style=\"text-align: left;white-space: normal;\"><strong>\u52a0\u8f7d\u6240\u9700\u8981\u7684\u5305\u548c\u6570\u636e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">rm(<span class=\"code-snippet__built_in\">list<\/span> = ls())<span class=\"code-snippet__comment\">#\u6e05\u9664\u73af\u5883\u4e2d\u7684\u53d8\u91cf<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(ggplot2)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\">library(viridis)<\/span><\/code><code><span class=\"code-snippet_outer\">data <- read.csv(<span class=\"code-snippet__string\">\"data.csv\"<\/span>)<span class=\"code-snippet__comment\">#\u8bfb\u53d6\u6570\u636e<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">head(data)<span class=\"code-snippet__comment\">#\u67e5\u770b\u6570\u636e\u7684\u524d\u51e0\u884c<\/span><\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><strong>data\u6570\u636e\u5305\u62ec\u4e94\u5217\uff1a<\/strong><span style=\"text-indent: 0em;\">Gender\uff0cWeight\uff0cAge\uff0cTumorsize\uff0cGroup\uff0c\u5373\u4e94\u4e2a\u53d8\u91cf\uff0c\u5176\u4e2dGender\u662f\u5206\u7c7b\u53d8\u91cf\uff0c\u6709male\u548cfemale\u4e24\u4e2a\u5206\u7c7b\u6c34\u5e73\uff0cGroup\u4e5f\u662f\u5206\u7c7b\u53d8\u91cf\uff0c\u4f46\u662f\u6709A\uff0cB\uff0cC\u4e09\u4e2a\u5206\u7c7b\u6c34\u5e73\uff0cWeight\uff0cAge\u548cTumorsize\u662f\u4e09\u4e2a\u8fde\u7eed\u53d8\u91cf\u3002\u8fd9\u5c31\u662f\u5c0f\u5e08\u59b9\u4e3a\u5927\u5bb6\u7ec3\u4e60\u63d0\u4f9b\u7684\u6570\u636e\uff0c\u5f53\u7136\u5927\u5bb6\u4e5f\u53ef\u4ee5\u81ea\u5df1\u6dfb\u52a0\uff0c\u6bd4\u5982\u6dfb\u52a0\u6709\u56db\u4e2a\u5206\u7c7b\u6c34\u5e73\u7684\u5206\u7c7b\u53d8\u91cf\u3002<\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8488888888888889\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_QaiahazVwQyP4BEdWfnbvopIUTsZQQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9Vh6Ihn2S2GKmMOtAzrFGZLuGxJQaiahazVwQyP4BEdWfnbvopIUTsZQQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"450\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u5927\u5bb6\u77e5\u9053\u4e86\u6570\u636e\u7684\u6784\u6210\u4e4b\u540e\u5c31\u53ef\u4ee5\u76f4\u63a5\u5f00\u59cb\u7ed8\u56fe\u4e86\uff0c\u5f53\u7136\u8fd9\u91cc\u5c0f\u5e08\u59b9\u662f\u4e3a\u5927\u5bb6\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5341\u5206\u6807\u51c6\u7684\u6570\u636e\uff0c\u5927\u5bb6\u5728\u5b9e\u9645\u5206\u6790\u8fc7\u7a0b\u4e2d\u662f\u5f88\u96be\u9047\u5230\u8fd9\u6837\u6807\u51c6\u7684\u6570\u636e\u7684\uff0c\u53ef\u80fd\u8fd8\u9700\u8981\u5bf9\u6570\u636e\u5904\u7406\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u8fdb\u884c\u7ed8\u56fe\u5206\u6790\uff0c\u6bd4\u5982\u53bb\u9664\u5f02\u5e38\u503c\uff0c\u7a7a\u767d\u503c\uff0c\u8fd9\u4e9b\u540e\u9762\u6709\u673a\u4f1a\u5c0f\u5e08\u59b9\u4f1a\u4e3a\u5927\u5bb6\u63d0\u4f9b\u6559\u7a0b\u3002<\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">###\u7ed8\u5236Gender\u548cWeight\u7684\u7bb1\u7ebf\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q1 <- ggboxplot(data, x = <span class=\"code-snippet__string\">\"Gender\"<\/span>, y = <span class=\"code-snippet__string\">\"Weight\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">color = <span class=\"code-snippet__string\">\"Gender\"<\/span>, palette = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"#00AFBB\"<\/span>, <span class=\"code-snippet__string\">\"#E7B800\"<\/span>, <span class=\"code-snippet__string\">\"#FC4E07\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">ylab = <span class=\"code-snippet__string\">\"Weight\"<\/span>, xlab = <span class=\"code-snippet__string\">\"Gender\"<\/span>,<span class=\"code-snippet__comment\">#x\u8f74\u548cy\u8f74\u540d\u79f0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>,add.params = <span class=\"code-snippet__built_in\">list<\/span>(size = <span class=\"code-snippet__number\">0.3<\/span>),width = <span class=\"code-snippet__number\">0.5<\/span>)+ <span class=\"code-snippet__comment\">#\u6dfb\u52a0\u6563\u70b9<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,size=<span class=\"code-snippet__number\">5<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">theme(legend.position = <span class=\"code-snippet__string\">'none'<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">text = element_text(size = <span class=\"code-snippet__number\">18<\/span>,family = <span class=\"code-snippet__string\">\"sans\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.x = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.y = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>))<span class=\"code-snippet__comment\">#\u53bb\u9664\u56fe\u4f8b\uff0c\u8c03\u6574\u5b57\u4f53\u5927\u5c0f<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q1<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u5176\u4e2dggboxplot\u5c31\u662f\u7ed8\u5236\u7bb1\u7ebf\u56fe\u7684\u51fd\u6570\uff0c\u81ea\u53d8\u91cf\u662fGender\uff0c\u56e0\u53d8\u91cf\u662fWeight\uff0c\u989c\u8272color\u662f\u6309\u7167Gender\u5206\u7c7b\u7684\uff0cpalette\u8c03\u8272\u677f\u8fd9\u91cc\u5c0f\u5e08\u59b9\u8bbe\u7f6e\u4e86\u4e09\u4e2a\u6bd4\u8f83\u597d\u770b\u7684\u989c\u8272\uff0c\u7531\u4e8eGender\u53ea\u6709\u4e24\u4e2a\u5206\u7c7b\uff0c\u56e0\u6b64\u53ea\u4f7f\u7528\u4e86\u524d\u4e24\u4e2a\u989c\u8272\u3002\u540c\u65f6\u5c0f\u5e08\u59b9add\u4e86\u6563\u70b9\uff0c\u8fd8\u8c03\u6574\u4e86\u6563\u70b9\u7684\u5927\u5c0f\u548c\u6563\u70b9\u5206\u5e03\u7684\u5bbd\u5ea6\uff08\u5c0f\u5e08\u59b9\u8fd9\u513f\u7684\u8bbe\u7f6e\u5728\u4fdd\u5b58\u4e3aPDF\u4e4b\u540e\u4f1a\u5f88\u597d\u770b\uff09\u3002\u8fd9\u91cc\u5c0f\u5e08\u59b9\u4f7f\u7528stat_compare_means()\u51fd\u6570\u6dfb\u52a0\u4e86wilcoxon\u68c0\u9a8c\u7684p\u503c\u3002<strong>\u4e0b\u9762\u662f\u8fd9\u6bb5\u4ee3\u7801\u751f\u6210\u7684\u56fe\uff1a<\/strong><\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 80%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.3408662900188324\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_eO1LYszjKGOvoHTqtQx7mxOXx50rpA.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9V4wTz9Y2IicqbDKfrRMdcr0Az0eO1LYszjKGOvoHTqtQx7mxOXx50rpA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"531\" style=\"vertical-align: middle;width: 100%;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u8fd9\u91cc\u6211\u4eec\u5bf9\u4e8e\u8fd9\u4e2a\u68c0\u9a8c\u7684p\u503c\u5e76\u6ca1\u6709\u8fdb\u884c\u63a7\u5236\u683c\u5f0f\uff0c\u5982\u679c\u6709\u5c0f\u4f19\u4f34\u60f3\u8981\u66f4\u52a0\u9ad8\u7ea7\u5730\u6dfb\u52a0\u8fd9\u4e2ap\u503c\u53ef\u4ee5\u628a<\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,size=<span class=\"code-snippet__number\">5<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u4fee\u6539\u4e3a\uff1a<\/strong><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"wilcox.test\"<\/span>,aes(label = sprintf(<span class=\"code-snippet__string\">\"p = %4.3f\"<\/span>, <span class=\"code-snippet__built_in\">as.numeric<\/span>(..p.format..))),label.x = <span class=\"code-snippet__number\">1<\/span>,label.y=<span class=\"code-snippet__number\">85<\/span>,size=<span class=\"code-snippet__number\">5<\/span>,family=<span class=\"code-snippet__string\">\"sans\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><span style=\"text-indent: 0em;\">\u8fd9\u91cc\u6211\u4eec\u628a\u8fd9\u4e2a\u6ce8\u91ca\u7684\u4f4d\u7f6e\u8c03\u6574\u5230\u4e86(1,85)\uff0c\u5f53\u7136\u8fd9\u4e2a\u53ef\u4ee5\u6839\u636e\u6570\u636e\u5206\u5e03\u8303\u56f4\u7684\u5b9e\u9645\u60c5\u51b5\u8c03\u6574\uff0c\u8bbe\u7f6e\u4e86\u5176\u5b57\u4f53\u548c\u5927\u5c0f\uff0c\u5e76\u4e14\u53bb\u6389\u4e86\u524d\u9762\u7684Wilcoxon\uff0c\u53ea\u4fdd\u7559\u4e86p\u503c\uff0c\u5e76\u4e14p\u503c\u662f\u683c\u5f0f\u5316\u8f93\u51fa\u4e86\uff0c\u4fdd\u7559\u4e86\u4e09\u4f4d\u5c0f\u6570\uff1a<\/span><br \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 80%;height: auto;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.3415841584158417\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_FqtH4GEoDBmmvx0QdNO2qNjgHTnZRw.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9V4IWiaViaZuOPHGPXa1BIolwrbWFqtH4GEoDBmmvx0QdNO2qNjgHTnZRw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"606\" style=\"vertical-align: middle;width: 255px;height: 342px;\" \/><\/section>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">###\u7ed8\u5236Group\u548cAge\u7684\u7bb1\u7ebf\u56fe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">data$Group <- factor(data$Group, levels = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"A\"<\/span>,<span class=\"code-snippet__string\">\"B\"<\/span>,<span class=\"code-snippet__string\">\"C\"<\/span>))<span class=\"code-snippet__comment\">#\u8f6c\u6362\u6210\u56e0\u5b50\u53d8\u91cf<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">q2 <- ggboxplot(data, x = <span class=\"code-snippet__string\">\"Group\"<\/span>, y = <span class=\"code-snippet__string\">\"Age\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">color = <span class=\"code-snippet__string\">\"Group\"<\/span>, palette = <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"#00AFBB\"<\/span>, <span class=\"code-snippet__string\">\"#E7B800\"<\/span>, <span class=\"code-snippet__string\">\"#FC4E07\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">ylab = <span class=\"code-snippet__string\">\"Age\"<\/span>, xlab = <span class=\"code-snippet__string\">\"Group\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>,add.params = <span class=\"code-snippet__built_in\">list<\/span>(size = <span class=\"code-snippet__number\">0.3<\/span>),width = <span class=\"code-snippet__number\">0.5<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(method = <span class=\"code-snippet__string\">\"kruskal.test\"<\/span>,aes(label = sprintf(<span class=\"code-snippet__string\">\"p = %4.3f\"<\/span>, <span class=\"code-snippet__built_in\">as.numeric<\/span>(..p.format..))),<\/span><\/code><code><span class=\"code-snippet_outer\">label.x = <span class=\"code-snippet__number\">1<\/span>,label.y=<span class=\"code-snippet__number\">85<\/span>,size=<span class=\"code-snippet__number\">5<\/span>,family=<span class=\"code-snippet__string\">\"sans\"<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">theme(legend.position = <span class=\"code-snippet__string\">'none'<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">text = element_text(size = <span class=\"code-snippet__number\">18<\/span>,family = <span class=\"code-snippet__string\">\"sans\"<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.x = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>),<\/span><\/code><code><span class=\"code-snippet_outer\">axis.text.y = element_text(family=<span class=\"code-snippet__string\">\"sans\"<\/span>,size=<span class=\"code-snippet__number\">20<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">q2<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\">\u8fd9\u91cc\u6211\u4eec\u9996\u5148\u5c06Group\u8f6c\u6362\u4e3a\u4e86\u56e0\u5b50\uff0c\u8ba9\u5b83\u5177\u6709A,B,C\u7684\u987a\u5e8f\uff0c\u4e0d\u8fd9\u6837\u505a\u7684\u8bdd\u7ed8\u5236\u51fa\u6765\u7684\u56fe\u50cf\u6a2a\u5750\u6807\u987a\u5e8f\u5c06\u4f1a\u662fA,C,B\u3002<\/span><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\"><br \/><\/span><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u7ed8\u56fe\u90e8\u5206\u53ea\u9700\u8981\u5c06x\uff0ccolor\u548cxlab\u6539\u4e3aGroup\uff0cstat_compare_means()\u7684methon\u6539\u4e3akruskal.test\uff08\u5c0f\u5e08\u59b9\u5728\u5176\u4ed6\u63a8\u6587\u91cc\u9762\u4ecb\u7ecd\u8fc7\u591a\u4e2a\u5206\u7c7b\u53d8\u91cf\u5e94\u8be5\u7528kruskal.test\u68c0\u9a8c\uff09\uff0c<strong>\u7ed8\u5236\u51fa\u6765\u7684\u56fe\u50cf\u6709\u4e09\u4e2a\u7bb1\u7ebf\u56fe\uff1a<\/strong><\/p>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1.306320907617504\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_g5BJd199bNCBLUWCL4JRAHMwzvRHqQ.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUQgElEBOk38Nqgm1VgfK9VJYJfXTWHbgSu41J1pkZZLBf0g5BJd199bNCBLUWCL4JRAHMwzvRHqQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"617\" style=\"vertical-align: middle;width: 211px;height: 276px;\" \/><\/section>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\"><strong>\u6700\u540e\u6211\u4eec\u628a\u7ed8\u5236\u7684\u4e24\u5e45\u56fe\u4fdd\u5b58\u4e3aPDF\uff1a<\/strong><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">ggsave(<span class=\"code-snippet__string\">\"Gender vs Weight.pdf\"<\/span>, q1, device = <span class=\"code-snippet__string\">\"pdf\"<\/span>,width = <span class=\"code-snippet__number\">3<\/span>, height = <span class=\"code-snippet__number\">4<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">ggsave(<span class=\"code-snippet__string\">\"Group vs Weight.pdf\"<\/span>, q2, device = <span class=\"code-snippet__string\">\"pdf\"<\/span>,width = <span class=\"code-snippet__number\">3<\/span>, height = <span class=\"code-snippet__number\">4<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\">\u5c0f\u5e08\u59b9\u8fd9\u91cc\u53ea\u4f7f\u7528\u4e86Weight\u8fd9\u4e2a\u8fde\u7eed\u53d8\u91cf\u548c\u4e24\u4e2a\u5206\u7c7b\u53d8\u91cf\u8fdb\u884c\u4e86\u7ed8\u56fe\uff0c\u5927\u5bb6\u53ef\u4ee5\u7528\u53e6\u5916\u4e24\u4e2a\u8fde\u7eed\u53d8\u91cf\u81ea\u5df1\u72ec\u7acb\u7ec3\u4e60\u4e00\u4e0b\u7ed8\u56fe\u3002<\/span><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 0em;\"><br \/><\/span><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\">\u597d\u5566\uff0c\u8fd9\u5c31\u662f\u5c0f\u5e08\u59b9SCI\u7ea7\u522b\u7bb1\u7ebf\u56fe\u7ed8\u5236\u6559\u7a0b\u7684\u5168\u90e8\u5185\u5bb9\uff0c\u8fd9\u6b21\u7684\u4ee3\u7801\u6bd4\u8f83\u590d\u6742\u548c\u96be\u4ee5\u7406\u89e3\uff0c\u4f46\u662f\u7ed8\u5236\u7684\u56fe\u50cf\u770b\u8d77\u6765\u5f88\u6f02\u4eae\uff0c\u5e0c\u671b\u5927\u5bb6\u53ef\u4ee5\u4ed4\u7ec6\u7814\u7a76\uff5e\u6709\u9700\u8981\u4ee3\u7801\u7684\u6dfb\u52a0\u5e08\u59b9\u5fae\u4fe1\u54df\uff5e<\/p>\n<\/section>\n<section style=\"margin: 10px 0%;text-align: left;justify-content: flex-start;display: flex;flex-flow: row nowrap;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: middle;width: 40%;padding-right: 10px;align-self: center;flex: 0 0 auto;\">\n<section style=\"font-size: 6px;margin-right: 0%;margin-left: 0%;text-align: right;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgba(255, 255, 255, 0);background-color: rgb(232, 250, 150);text-align: center;width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;color: transparent;\">\n<p>1<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 20%;align-self: center;flex: 0 0 auto;\">\n<section style=\"margin-right: 0%;margin-left: 0%;text-align: center;font-size: 21px;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(239, 135, 135);display: inline-block;width: 2.5em;height: 2.5em;line-height: 2.5em;border-radius: 100%;margin-left: auto;margin-right: auto;color: rgb(255, 255, 240);\">\n<p><strong>END<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: 40%;padding-left: 10px;align-self: center;flex: 0 0 auto;\">\n<section style=\"font-size: 6px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgba(255, 255, 255, 0);background-color: rgb(232, 250, 150);text-align: center;width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;color: transparent;\">\n<p>1<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 24px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.3488888888888889\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_orUJ7Wt6jfKhJga1B94BNRow1TXKfA-2.jpg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEXpV0iaewm4NOiaklxrhaox2keStd5BM9n21jcvEovKia3icPZrorUJ7Wt6jfKhJga1B94BNRow1TXKfA\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"900\" style=\"\" \/><\/p>\n<p style=\"margin-bottom: 24px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5555555555555556\" data-s=\"300,640\" src=\"http:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_akXKU5NcO1KwuWc1Rk7ZJ56LC2pYrQ-10.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXjjmsEC5aXz0RE4be2ib1fJPnBD8yX0Z6OF2zocd2ngHpLOakXKU5NcO1KwuWc1Rk7ZJ56LC2pYrQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"900\" style=\"\" \/><\/p>\n<p style=\"display: none;margin-bottom: 24px;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<p><\/content><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<\/div>\n<p><\/body><br 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[…]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/59275"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=59275"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/59275\/revisions"}],"predecessor-version":[{"id":59282,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/59275\/revisions\/59282"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59275"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=59275"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=59275"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}