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style=\"text-align: justify;font-size: 17px;\">\n<p style=\"white-space: normal;\"><strong>\u6570\u5b66\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"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=\"0.3505747126436782\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_bGsIrY1ibEyGkjwYgQzaHpJqJhQAPg-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUJBKoTRbNLxokvrcju55fH4y0Z1uITDGalmd7tsvE6oyy9ObGsIrY1ibEyGkjwYgQzaHpJqJhQAPg\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1044\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row nowrap;margin-top: 10px;margin-bottom: 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onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHeia99HADtaIIs0X9ZNnbujcevCkMJwJCJV9a3zckOzZxAxCI6oyTiamQ\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1062\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u524d\u6587\u4e2d\u63d0\u5230\u7684\u6570\u5b66\u51fd\u6570\u548c\u7edf\u8ba1\u51fd\u6570\u90fd\u6bd4\u8f83\u7b80\u5355\uff0c\u4f46\u662f\u5c0f\u5e08\u59b9\u4e5f\u5efa\u8bae\u5927\u5bb6\u5c1d\u8bd5\u4e00\u4e0b\u52a0\u6df1\u5bf9\u5404\u4e2a\u51fd\u6570\u7684\u4e86\u89e3\uff5e<br \/><\/p>\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=\"white-space: normal;\"><strong>\u6982\u7387\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">[dpqr]distribution_abbreviation()<\/p>\n<p style=\"white-space: normal;\">d=\u5bc6\u5ea6\u51fd\u6570\uff08density\uff09<\/p>\n<p style=\"white-space: normal;\">p=\u5206\u5e03\u51fd\u6570\uff08distribution function\uff09<\/p>\n<p style=\"white-space: normal;\">q=\u5206\u4f4d\u6570\u51fd\u6570\uff08quantile function\uff09<\/p>\n<p style=\"white-space: normal;\">r=\u751f\u6210\u968f\u673a\u6570\uff08\u968f\u673a\u504f\u5dee\uff09<\/p>\n<p style=\"white-space: normal;\">\u4f8b\u5982runif\uff085\uff09\u5c31\u662f\u968f\u673a\u751f\u62105\u4e2a\u5728[0,1]\u4e0a\u5747\u5300\u5206\u5e03\u7684\u968f\u673a\u6570\u3002<\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(249, 110, 87);\"><strong>\u4e3e\u4f8b\u5b50\u6765\u63a2\u7d22\u4e00\u4e0b\u5b9e\u9645\u64cd\u4f5c\u662f\u600e\u4e48\u5e94\u7528\uff5e<\/strong><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(249, 110, 87);\"><strong><br \/><\/strong><\/span><\/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;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;align-self: center;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=\"white-space: normal;\"><strong>\u9996\u5148\u8bbe\u5b9a\u968f\u673a\u79cd\u5b50<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u901a\u8fc7set.seed()\u663e\u793a\u6307\u5b9a\u8fd9\u4e2a\u79cd\u5b50\uff0c\u53ef\u4ee5\u8ba9\u7ed3\u679c\u91cd\u73b0\uff0c\u4f53\u4f1a\u8fd9\u4e2a\u51fd\u6570\u7684\u4f5c\u7528\u3002<\/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=\"0.3333333333333333\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_ib30Aialb654qPwF3Wj3E40PblsE0w-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHLaTvp5eiaXVHibznLeTypj3wpsib2ib30Aialb654qPwF3Wj3E40PblsE0w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1038\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\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;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;align-self: center;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=\"white-space: normal;\"><strong>\u751f\u6210\u670d\u4ece\u591a\u5143\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u6a21\u62df\u7814\u7a76\u548c\u8499\u7279\u5361\u6d1b\u65b9\u6cd5\u4e2d\uff0c\u83b7\u53d6\u6765\u81ea\u7ed9\u5b9a\u7684\u5747\u503c\u5411\u91cf\u548c\u534f\u65b9\u5dee\u9635\u7684\u591a\u5143\u6b63\u592a\u5206\u5e03\u7684\u6570\u636e\u3002MultiRNG\u5305\u4e2d\u7684draw.d.variate.normal(),\u53ef\u4ee5\u5b9e\u73b0\uff0c\u7528\u6cd5\u4e3a<\/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\">draw.d.variate.normal(no.row,d,mean.vec,cov.mat)<\/span><\/code><\/pre>\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=\"0.5252725470763132\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_AonOMZHiaiclRrQiadfVVoZicicXXA-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHicq6U1TJty0DicSsYKI2bWYBgWV40sRAonOMZHiaiclRrQiadfVVoZicicXXA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1009\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/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<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">nstall.packages(<span class=\"code-snippet__string\">\"MultiRNG\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(MultiRNG)<\/span><\/code><code><span class=\"code-snippet_outer\">options(digits=<span class=\"code-snippet__number\">3<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">set.seed(<span class=\"code-snippet__number\">1234<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">mean <- <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">230.7<\/span>, <span class=\"code-snippet__number\">146.7<\/span>, <span class=\"code-snippet__number\">3.6<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">sigma <- matrix(<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">15360.8<\/span>, <span class=\"code-snippet__number\">6721.2<\/span>, -<span class=\"code-snippet__number\">47.1<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">6721.2<\/span>, <span class=\"code-snippet__number\">4700.9<\/span>, -<span class=\"code-snippet__number\">16.5<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">-<span class=\"code-snippet__number\">47.1<\/span>, -<span class=\"code-snippet__number\">16.5<\/span>, <span class=\"code-snippet__number\">0.3<\/span>), nrow=<span class=\"code-snippet__number\">3<\/span>, ncol=<span class=\"code-snippet__number\">3<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">mydata <- draw.d.variate.normal(<span class=\"code-snippet__number\">500<\/span>, <span class=\"code-snippet__number\">3<\/span>, mean, sigma)<span class=\"code-snippet__comment\">#\u6307\u5b9a\u60f3\u8981\u7684\u5747\u503c\u5411\u91cf\u548c\u534f\u65b9\u5dee\uff0c\u968f\u673a\u751f\u6210500\u4e2a\u4f2a\u968f\u89c2\u6d4b\u6570\u503c<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">mydata <- as.data.frame(mydata)<span class=\"code-snippet__comment\">#\u8f6c\u5316\u4e3a\u6570\u636e\u6846\u7684\u683c\u5f0f<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">names<\/span>(mydata) <- <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"y\"<\/span>,<span class=\"code-snippet__string\">\"x1\"<\/span>,<span class=\"code-snippet__string\">\"x2\"<\/span>)<span class=\"code-snippet__comment\">#\u4e3a\u53d8\u91cf\u6307\u5b9a\u540d\u79f0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">dim<\/span>(mydata)<\/span><\/code><code><span class=\"code-snippet_outer\">head(mydata, n=<span class=\"code-snippet__number\">10<\/span>)<\/span><\/code><\/pre>\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=\"white-space: normal;\"><strong>\u5b57\u7b26\u5904\u7406\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><strong>\u5e38\u7528\u7684\u6570\u636e\u7ba1\u7406\u7684\u51fd\u6570<\/strong><br \/><\/p>\n<section style=\"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=\"1.1037037037037036\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_ic1fR8BOIOkvQGUk6KRiagorc6IeRw-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHQSCULRibUaSFp6Rr5pDSy8dWqL6ic1fR8BOIOkvQGUk6KRiagorc6IeRw\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u9488\u5bf9\u96be\u7406\u89e3\u7684\u51fd\u6570\u5c0f\u5e08\u59b9\u8fdb\u884c\u4e86\u5c1d\u8bd5\uff0c\u5176\u5b83\u7684\u5c31\u7559\u7ed9\u4f60\u4eec\u81ea\u5df1\u5c1d\u8bd5\u5566\uff5e<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=\"0.09615384615384616\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_m4ABL16pDQ2MqiaxY0IRCS2BnibfVA-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHUP6p7BbhsElSVUXEvHvpor4CH4m4ABL16pDQ2MqiaxY0IRCS2BnibfVA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"728\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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\" data-ratio=\"0.1371841155234657\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_bbQp6KdXNavzfQbLb4w391eFr0Dh2A-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHbKsFEtfXQ4krVxAdVnBteZ9XibbQp6KdXNavzfQbLb4w391eFr0Dh2A\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"554\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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=\"0.2626728110599078\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_6TSJtfnVuia2hglGZB2D59WgXGUfkw-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHicIFvEtbqcbvhS2Hc5llJCbwbC6TSJtfnVuia2hglGZB2D59WgXGUfkw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"434\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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=\"0.112\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/9_I9HuupuzT4ibEAfqmHM8RfKyqboWFw-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHHMubkUlDTy0DpOXO1iaM1uDgwXI9HuupuzT4ibEAfqmHM8RfKyqboWFw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"750\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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=\"0.14937759336099585\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_tQyoon8aP40yt8mrFklZG5sWYC3eJw-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHx0PeYHZzAlXZtsQ2yUQApy6HtQyoon8aP40yt8mrFklZG5sWYC3eJw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"964\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: 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inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u70b9<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u51fb<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u84dd<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u5b57<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"color: rgb(255, 226, 93);font-size: 12px;\" powered-by=\"xiumi.us\">\n<p>\u2605<\/p>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u5173<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u6ce8<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u6211<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;min-width: 10%;flex: 0 0 auto;height: auto;align-self: center;\">\n<section style=\"font-size: 19px;margin-right: 0%;margin-left: 0%;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;border-width: 1px;border-style: solid;border-color: rgb(249, 172, 172);background-color: rgb(249, 172, 172);width: 1.8em;height: 1.8em;line-height: 1.8em;border-radius: 100%;margin-left: auto;margin-right: auto;font-size: 17px;color: rgb(255, 255, 255);\">\n<p>\u4eec<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u7528R\u5904\u7406\u6570\u636e\u96c6\u7684\u8fc7\u7a0b\u662f\u5206\u6790\u8fc7\u7a0b\u4e2d\u5fc5\u4e0d\u53ef\u5c11\u7684\u4e00\u90e8\u5206\uff0c\u4eca\u5929\u5c0f\u5e08\u59b9\u501f\u9274\u300aR\u8bed\u8a00\u5b9e\u8df5\u300b\u7684\u7b2c\u4e94\u7ae0\u6765\u4e00\u8d77\u63a2\u8ba8\u6709\u5173\u6570\u636e\u7ba1\u7406\u7684\u5185\u5bb9\u3002<\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"white-space: normal;\">\u9996\u5148\u4e86\u89e3\u5e38\u7528\u7684\u51e0\u79cd\u51fd\u6570<\/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=\"white-space: normal;\"><strong>\u6570\u5b66\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"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=\"0.3505747126436782\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_bGsIrY1ibEyGkjwYgQzaHpJqJhQAPg-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUJBKoTRbNLxokvrcju55fH4y0Z1uITDGalmd7tsvE6oyy9ObGsIrY1ibEyGkjwYgQzaHpJqJhQAPg\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1044\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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=\"white-space: normal;\"><strong>\u7edf\u8ba1\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"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=\"0.6026365348399246\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_kMJwJCJV9a3zckOzZxAxCI6oyTiamQ-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHeia99HADtaIIs0X9ZNnbujcevCkMJwJCJV9a3zckOzZxAxCI6oyTiamQ\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"1062\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u524d\u6587\u4e2d\u63d0\u5230\u7684\u6570\u5b66\u51fd\u6570\u548c\u7edf\u8ba1\u51fd\u6570\u90fd\u6bd4\u8f83\u7b80\u5355\uff0c\u4f46\u662f\u5c0f\u5e08\u59b9\u4e5f\u5efa\u8bae\u5927\u5bb6\u5c1d\u8bd5\u4e00\u4e0b\u52a0\u6df1\u5bf9\u5404\u4e2a\u51fd\u6570\u7684\u4e86\u89e3\uff5e<br \/><\/p>\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=\"white-space: normal;\"><strong>\u6982\u7387\u51fd\u6570<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">[dpqr]distribution_abbreviation()<\/p>\n<p style=\"white-space: normal;\">d=\u5bc6\u5ea6\u51fd\u6570\uff08density\uff09<\/p>\n<p style=\"white-space: normal;\">p=\u5206\u5e03\u51fd\u6570\uff08distribution function\uff09<\/p>\n<p style=\"white-space: normal;\">q=\u5206\u4f4d\u6570\u51fd\u6570\uff08quantile function\uff09<\/p>\n<p style=\"white-space: normal;\">r=\u751f\u6210\u968f\u673a\u6570\uff08\u968f\u673a\u504f\u5dee\uff09<\/p>\n<p style=\"white-space: normal;\">\u4f8b\u5982runif\uff085\uff09\u5c31\u662f\u968f\u673a\u751f\u62105\u4e2a\u5728[0,1]\u4e0a\u5747\u5300\u5206\u5e03\u7684\u968f\u673a\u6570\u3002<\/p>\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(249, 110, 87);\"><strong>\u4e3e\u4f8b\u5b50\u6765\u63a2\u7d22\u4e00\u4e0b\u5b9e\u9645\u64cd\u4f5c\u662f\u600e\u4e48\u5e94\u7528\uff5e<\/strong><\/span><\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(249, 110, 87);\"><strong><br \/><\/strong><\/span><\/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;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;align-self: center;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=\"white-space: normal;\"><strong>\u9996\u5148\u8bbe\u5b9a\u968f\u673a\u79cd\u5b50<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u901a\u8fc7set.seed()\u663e\u793a\u6307\u5b9a\u8fd9\u4e2a\u79cd\u5b50\uff0c\u53ef\u4ee5\u8ba9\u7ed3\u679c\u91cd\u73b0\uff0c\u4f53\u4f1a\u8fd9\u4e2a\u51fd\u6570\u7684\u4f5c\u7528\u3002<\/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=\"0.3333333333333333\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_ib30Aialb654qPwF3Wj3E40PblsE0w-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHLaTvp5eiaXVHibznLeTypj3wpsib2ib30Aialb654qPwF3Wj3E40PblsE0w\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1038\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\"><br \/><\/p>\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;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;align-self: center;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=\"white-space: normal;\"><strong>\u751f\u6210\u670d\u4ece\u591a\u5143\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: middle;width: auto;flex: 100 100 0%;height: auto;align-self: center;\">\n<section style=\"margin-top: 0.5em;margin-bottom: 0.5em;\" powered-by=\"xiumi.us\">\n<section style=\"background-color: rgb(101, 101, 101);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u6a21\u62df\u7814\u7a76\u548c\u8499\u7279\u5361\u6d1b\u65b9\u6cd5\u4e2d\uff0c\u83b7\u53d6\u6765\u81ea\u7ed9\u5b9a\u7684\u5747\u503c\u5411\u91cf\u548c\u534f\u65b9\u5dee\u9635\u7684\u591a\u5143\u6b63\u592a\u5206\u5e03\u7684\u6570\u636e\u3002MultiRNG\u5305\u4e2d\u7684draw.d.variate.normal(),\u53ef\u4ee5\u5b9e\u73b0\uff0c\u7528\u6cd5\u4e3a<\/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\">draw.d.variate.normal(no.row,d,mean.vec,cov.mat)<\/span><\/code><\/pre>\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=\"0.5252725470763132\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_AonOMZHiaiclRrQiadfVVoZicicXXA-2.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEUJBKoTRbNLxokvrcju55fHicq6U1TJty0DicSsYKI2bWYBgWV40sRAonOMZHiaiclRrQiadfVVoZicicXXA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"1009\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/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<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\">nstall.packages(<span class=\"code-snippet__string\">\"MultiRNG\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">library(MultiRNG)<\/span><\/code><code><span class=\"code-snippet_outer\">options(digits=<span class=\"code-snippet__number\">3<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">set.seed(<span class=\"code-snippet__number\">1234<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">mean <- <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">230.7<\/span>, <span class=\"code-snippet__number\">146.7<\/span>, <span class=\"code-snippet__number\">3.6<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">sigma <- matrix(<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__number\">15360.8<\/span>, <span class=\"code-snippet__number\">6721.2<\/span>, -<span class=\"code-snippet__number\">47.1<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__number\">6721.2<\/span>, <span class=\"code-snippet__number\">4700.9<\/span>, -<span class=\"code-snippet__number\">16.5<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">-<span class=\"code-snippet__number\">47.1<\/span>, -<span class=\"code-snippet__number\">16.5<\/span>, <span class=\"code-snippet__number\">0.3<\/span>), nrow=<span class=\"code-snippet__number\">3<\/span>, ncol=<span class=\"code-snippet__number\">3<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">mydata <- draw.d.variate.normal(<span class=\"code-snippet__number\">500<\/span>, <span class=\"code-snippet__number\">3<\/span>, mean, sigma)<span class=\"code-snippet__comment\">#\u6307\u5b9a\u60f3\u8981\u7684\u5747\u503c\u5411\u91cf\u548c\u534f\u65b9\u5dee\uff0c\u968f\u673a\u751f\u6210500\u4e2a\u4f2a\u968f\u89c2\u6d4b\u6570\u503c<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">mydata <- as.data.frame(mydata)<span class=\"code-snippet__comment\">#\u8f6c\u5316\u4e3a\u6570\u636e\u6846\u7684\u683c\u5f0f<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">names<\/span>(mydata) <- <span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"y\"<\/span>,<span class=\"code-snippet__string\">\"x1\"<\/span>,<span class=\"code-snippet__string\">\"x2\"<\/span>)<span class=\"code-snippet__comment\">#\u4e3a\u53d8\u91cf\u6307\u5b9a\u540d\u79f0<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__built_in\">dim<\/span>(mydata)<\/span><\/code><code><span class=\"code-snippet_outer\">head(mydata, n=<span class=\"code-snippet__number\">10<\/span>)<\/span><\/code><\/pre>\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: 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