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border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"box-sizing: border-box;\">\n<section style=\"line-height: 1.8;box-sizing: border-box;font-size: 16px;\">\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u5c0f\u679c\u5728\u524d\u671f\u5de5\u4f5c\u5f97\u5230\u4e86100\u4e2a\u5982\u4e0b\u6587\u4ef6<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5906344\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_ibjvQv5FIxuL4HOc8Z97DKXz34bMEw-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAyLBF67ofjP6ljibwibp5yA6DKbbxnJfLWf407DyK6LvwrALLbibjvQv5FIxuL4HOc8Z97DKXz34bMEw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"662\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;box-sizing: border-box;\" powered-by=\"xiumi.us\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9804688\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Xq3FppDRc5MgiciaE1R8ib00N2zNXA-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAyLBF67ofjP6ljibwibp5yA6DWCPJt8tUfVE3Aib4Bw4LLqGG3WFLXq3FppDRc5MgiciaE1R8ib00N2zNXA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"768\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;box-sizing: border-box;\" powered-by=\"xiumi.us\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u5bf9BLUE\u548cPrediction\u8fdb\u884c\u5efa\u6a21\uff0c\u5e76\u63d0\u53d6Prediction\u7684\u56de\u5f52\u7cfb\u6570<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\">\u5982\u679c\u9760\u6211\u4eec\u5355\u72ec\u4e00\u4e2a\u4e2a\u7b97\u662f\u5f88\u96be\u77ed\u65f6\u95f4\u5b8c\u6210\u7684\uff0c\u6240\u4ee5\u5c0f\u679c\u51b3\u5b9a\u7528R\u8bed\u8a00\u6765\u505a\uff0c\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u5faa\u73af\u5c31\u53ef\u4ee5\u89e3\u51b3<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\" \/><\/p>\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=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">t<-matrix(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">100<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>)#\u5efa\u7acb\u7a7a\u77e9\u9635<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">file <- <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">list<\/span>.files(pattern=<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\".sPred.result.csv\"<\/span>)#\u5efa\u7acb\u6587\u4ef6\u540d\u5217\u8868<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">t=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">100<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">for<\/span>(i in <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:t){ <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> pred = fread(file[i])<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> mod_M6 = lm(pred$BLUE ~ pred$Prediction)#\u5efa\u7acb\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> P<-summary(mod_M6)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> c<-P$coefficients<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> c<-as.matrix(c)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> t[i]<-c[<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">2<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>]<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">}#End of <span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">for<\/span> (rep in <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:t) <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">write.csv(t,<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"regsBLUP.csv\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">x\u5217\u5c31\u662f\u6211\u4eec\u9700\u8981\u7684\u56de\u5f52\u7cfb\u6570<\/p>\n<\/section>\n<section style=\"text-align: left;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" 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border-box;max-width: 100%;\">\n<section>\n<section style=\"box-sizing: border-box;font-size: 16px;\">\n<section powered-by=\"xiumi.us\" style=\"box-sizing: border-box;\">\n<section style=\"line-height: 1.8;box-sizing: border-box;font-size: 16px;\">\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u5c0f\u679c\u5728\u524d\u671f\u5de5\u4f5c\u5f97\u5230\u4e86100\u4e2a\u5982\u4e0b\u6587\u4ef6<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5906344\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_ibjvQv5FIxuL4HOc8Z97DKXz34bMEw-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAyLBF67ofjP6ljibwibp5yA6DKbbxnJfLWf407DyK6LvwrALLbibjvQv5FIxuL4HOc8Z97DKXz34bMEw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"662\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;box-sizing: border-box;\" powered-by=\"xiumi.us\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.9804688\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Xq3FppDRc5MgiciaE1R8ib00N2zNXA-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAyLBF67ofjP6ljibwibp5yA6DWCPJt8tUfVE3Aib4Bw4LLqGG3WFLXq3FppDRc5MgiciaE1R8ib00N2zNXA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"768\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;box-sizing: border-box;\" powered-by=\"xiumi.us\"><br style=\"box-sizing: border-box;\" \/><\/p>\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u5bf9BLUE\u548cPrediction\u8fdb\u884c\u5efa\u6a21\uff0c\u5e76\u63d0\u53d6Prediction\u7684\u56de\u5f52\u7cfb\u6570<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\">\u5982\u679c\u9760\u6211\u4eec\u5355\u72ec\u4e00\u4e2a\u4e2a\u7b97\u662f\u5f88\u96be\u77ed\u65f6\u95f4\u5b8c\u6210\u7684\uff0c\u6240\u4ee5\u5c0f\u679c\u51b3\u5b9a\u7528R\u8bed\u8a00\u6765\u505a\uff0c\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u5faa\u73af\u5c31\u53ef\u4ee5\u89e3\u51b3<\/p>\n<p style=\"white-space: normal;box-sizing: border-box;\"><br style=\"box-sizing: border-box;\" \/><\/p>\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=\"c\"><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">t<-matrix(<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">0<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">100<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>)#\u5efa\u7acb\u7a7a\u77e9\u9635<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">file <- <span class=\"code-snippet__built_in\" style=\"box-sizing: border-box;\">list<\/span>.files(pattern=<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\".sPred.result.csv\"<\/span>)#\u5efa\u7acb\u6587\u4ef6\u540d\u5217\u8868<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\" style=\"box-sizing: border-box;\">t=<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">100<\/span><\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">for<\/span>(i in <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:t){ <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> pred = fread(file[i])<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> mod_M6 = lm(pred$BLUE ~ pred$Prediction)#\u5efa\u7acb\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> P<-summary(mod_M6)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> c<-P$coefficients<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> c<-as.matrix(c)<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\"> t[i]<-c[<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">2<\/span>,<span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>]<\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">}#End of <span class=\"code-snippet__keyword\" style=\"box-sizing: border-box;\">for<\/span> (rep in <span class=\"code-snippet__number\" style=\"box-sizing: border-box;\">1<\/span>:t) <\/span><\/code><code style=\"box-sizing: border-box;\"><span class=\"code-snippet_outer\">write.csv(t,<span class=\"code-snippet__string\" style=\"box-sizing: border-box;\">\"regsBLUP.csv\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;box-sizing: border-box;\">x\u5217\u5c31\u662f\u6211\u4eec\u9700\u8981\u7684\u56de\u5f52\u7cfb\u6570<\/p>\n<\/section>\n<section style=\"text-align: left;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;\" powered-by=\"xiumi.us\">\n<section style=\"max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"2.9770115\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_ia3YpdOvdjBicNnvRVp8XjAB85OMCg-1.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_png\/zcicibWZessAyLBF67ofjP6ljibwibp5yA6D19M4f0F1G7RCWhNo3rstOKMjqeia3YpdOvdjBicNnvRVp8XjAB85OMCg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"174\" style=\"vertical-align: middle;width: 100%;box-sizing: border-box;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<p style=\"box-sizing: border-box;\"><span style=\"color: rgb(62, 62, 62);box-sizing: border-box;\"><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 8px;white-space: normal;font-size: 16px;outline: 0px;max-width: 100%;box-sizing: border-box;color: rgb(0, 0, 0);font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft 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break-word !important;\">\n<section style=\"outline: 0px;max-width: 100%;box-sizing: border-box;vertical-align: middle;display: inline-block;line-height: 0;width: 21px;height: auto;overflow-wrap: break-word !important;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8823529\" src=\"\u56fe\u7247\/\u751f\u4fe1\u679c_2023-02-19_\u770b\u5c0f\u679c\u5982\u4f55\u4e00\u6b21\u641e\u5b9a100\u4e2a\u6587\u4ef6\u641e\u5b9a\u56de\u5f52\u7cfb\u6570\/5_coMmalHVpoIUBibRLQR2BSibW4xZt9.svg\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/mmbiz_svg\/oYwP0cFmRU2fibTmhzuxe0C3WLz32VRGs9IeV6Zxohy4WIm45iaDia2q0ORv68Gf6SfXQ68icoMmalHVpoIUBibRLQR2BSibW4xZt9\/640?wx_fmt=svg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-type=\"svg\" data-w=\"170\" style=\"vertical-align: middle;outline: 0px;box-sizing: border-box;display: initial;overflow-wrap: break-word !important;width: 20.9896px !important;visibility: visible !important;\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section 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22px;outline: 0px;line-height: 1.4;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;letter-spacing: 0.544px;text-align: start;background-color: rgb(255, 255, 255);\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=Mzg3OTg3MjQyNg==&mid=2247484705&idx=1&sn=89288bc3e5b2854c6b122de2410cd5ab&chksm=cf7c95e4f80b1cf2cbef0acd6dfe67e22169b3a87317615e401346ccaf0f0a250890ce92b5e8&token=571205946&lang=zh_CN&scene=21#wechat_redirect\" textvalue=\"\u76f8\u5173\u6027\u56fe\u8c31\u4e4b\u76f8\u5173\u6027\u70ed\u56fe\u5b66\u4e60\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"2\" style=\"text-decoration: underline;\" rel=\"noopener\"><span style=\"font-size: 16px;\">\u76f8\u5173\u6027\u56fe\u8c31\u4e4b\u76f8\u5173\u6027\u70ed\u56fe\u5b66\u4e60<\/span><\/a><\/h1>\n<\/li>\n<li>\n<h1 style=\"margin-bottom: 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