{"id":1202,"date":"2023-07-27T07:44:59","date_gmt":"2023-07-27T07:44:59","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%bd%92\/"},"modified":"2023-07-27T07:44:59","modified_gmt":"2023-07-27T07:44:59","slug":"%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%bd%92","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e4%b8%bb%e6%88%90%e5%88%86%e5%9b%9e%e5%bd%92\/","title":{"rendered":"\u4e3b\u6210\u5206\u56de\u5f52\u7b80\u4ecb"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u521b\u5efa\u6a21\u578b\u65f6\u6700\u5e38\u89c1\u7684\u95ee\u9898\u4e4b\u4e00\u662f<a href=\"https:\/\/statorials.org\/cn\/\u591a\u91cd\u5171\u7ebf\u6027\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u91cd\u5171\u7ebf\u6027<\/a>\u3002\u5f53\u6570\u636e\u96c6\u4e2d\u7684\u4e24\u4e2a\u6216\u591a\u4e2a\u9884\u6d4b\u53d8\u91cf\u9ad8\u5ea6\u76f8\u5173\u65f6\uff0c\u5c31\u4f1a\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5f53\u8fd9\u79cd\u60c5\u51b5\u53d1\u751f\u65f6\uff0c\u7ed9\u5b9a\u7684\u6a21\u578b\u53ef\u80fd\u80fd\u591f\u5f88\u597d\u5730\u62df\u5408\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u4f46\u5b83\u53ef\u80fd\u5728\u4ece\u672a\u89c1\u8fc7\u7684\u65b0\u6570\u636e\u96c6\u4e0a\u8868\u73b0\u4e0d\u4f73\uff0c\u56e0\u4e3a\u5b83\u4e0e\u8bad\u7ec3\u96c6<a href=\"https:\/\/statorials.org\/cn\/\u673a\u5668\u5b66\u4e60\u8fc7\u5ea6\u62df\u5408\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u8fc7\u5ea6\u62df\u5408<\/a>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u67d0\u79cd\u7c7b\u578b\u7684<strong>\u5b50\u96c6\u9009\u62e9<\/strong>\u65b9\u6cd5\uff0c\u4f8b\u5982\uff1a<\/span><\/p>\n<ul>\n<li> <a href=\"https:\/\/statorials.org\/cn\/\u5b50\u96c6\u7684\u6700\u4f73\u9009\u62e9\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73\u5b50\u96c6\u9009\u62e9<\/a><\/li>\n<li><a href=\"https:\/\/statorials.org\/cn\/\u9636\u6bb5\u6027\u9009\u62d4\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u9636\u6bb5\u6027\u9009\u62d4<\/a><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8fd9\u4e9b\u65b9\u6cd5\u8bd5\u56fe\u4ece\u6a21\u578b\u4e2d\u5220\u9664\u4e0d\u76f8\u5173\u7684\u9884\u6d4b\u53d8\u91cf\uff0c\u4ee5\u4fbf\u53ea\u6709\u80fd\u591f\u9884\u6d4b\u54cd\u5e94\u53d8\u91cf\u53d8\u5316\u7684\u6700\u91cd\u8981\u7684\u9884\u6d4b\u53d8\u91cf\u7559\u5728\u6700\u7ec8\u6a21\u578b\u4e2d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u907f\u514d\u8fc7\u5ea6\u62df\u5408\u7684\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528\u67d0\u79cd\u7c7b\u578b\u7684<strong>\u6b63\u5219\u5316<\/strong>\u65b9\u6cd5\uff0c\u4f8b\u5982\uff1a<\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/statorials.org\/cn\/\u5c71\u810a\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5cf0\u503c\u56de\u5f52<\/a><\/li>\n<li><a href=\"https:\/\/statorials.org\/cn\/\u5957\u7d22\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5957\u7d22\u56de\u5f52<\/a><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u8fd9\u4e9b\u65b9\u6cd5\u8bd5\u56fe\u7ea6\u675f\u6216<em>\u6b63\u5219\u5316<\/em>\u6a21\u578b\u7684\u7cfb\u6570\u4ee5\u51cf\u5c11\u65b9\u5dee\uff0c\u4ece\u800c\u4ea7\u751f\u80fd\u591f\u5f88\u597d\u5730\u63a8\u5e7f\u5230\u65b0\u6570\u636e\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5904\u7406\u591a\u91cd\u5171\u7ebf\u6027\u7684\u4e00\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u65b9\u6cd5\u79f0\u4e3a<strong>\u964d\u7ef4<\/strong>\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u79cd\u5e38\u89c1\u7684\u964d\u7ef4\u65b9\u6cd5\u79f0\u4e3a<strong>\u4e3b\u6210\u5206\u56de\u5f52<\/strong>\uff0c\u5176\u5de5\u4f5c\u539f\u7406\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong>\u5047\u8bbe\u7ed9\u5b9a\u7684\u6570\u636e<sub>\u96c6<\/sub>\u5305\u542b<em>p \u4e2a<\/em><sub>\u9884\u6d4b\u53d8\u91cf<\/sub><sub>\uff1a<\/sub><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong>\u8ba1\u7b97 Z <sub>1<\/sub> , \u2026 , Z <sub>M<\/sub>\u4f5c\u4e3a\u539f\u59cb<em>p<\/em>\u9884\u6d4b\u53d8\u91cf\u7684<em>M<\/em>\u4e2a\u7ebf\u6027\u7ec4\u5408\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><sub>Z<\/sub> <sub>m<\/sub> <sub>=<\/sub> <sub>\u03a3\u03a6<\/sub> <sub>jm<\/sub> <sub>_<\/sub><\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>1<\/sub>\u662f\u9884\u6d4b\u53d8\u91cf\u7684\u7ebf\u6027\u7ec4\u5408\uff0c\u53ef\u6355\u83b7\u5c3d\u53ef\u80fd\u591a\u7684\u65b9\u5dee\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>2<\/sub>\u662f\u9884\u6d4b\u53d8\u91cf\u7684\u4e0b\u4e00\u4e2a\u7ebf\u6027\u7ec4\u5408\uff0c\u5b83\u6355\u83b7\u6700\u5927\u65b9\u5dee\uff0c\u540c\u65f6\u4e0e Z <sub>1<\/sub><em>\u6b63\u4ea4<\/em>\uff08\u5373\u4e0d\u76f8\u5173\uff09\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">Z <sub>3<\/sub>\u662f\u9884\u6d4b\u53d8\u91cf\u7684\u4e0b\u4e00\u4e2a\u7ebf\u6027\u7ec4\u5408\uff0c\u5b83\u5728\u4e0e Z <sub>2<\/sub>\u6b63\u4ea4\u7684\u540c\u65f6\u6355\u83b7\u6700\u5927\u65b9\u5dee\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7b49\u7b49\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong>\u4f7f\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u62df\u5408\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff0c\u5e76\u4f7f\u7528\u524d<em>M<\/em>\u4e2a\u4e3b\u6210\u5206 Z <sub>1<\/sub> , \u2026, Z <sub>M<\/sub>\u4f5c\u4e3a\u9884\u6d4b\u53d8\u91cf\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u964d\u7ef4\u4e00\u8bcd<\/strong>\u6e90\u81ea\u4ee5\u4e0b\u4e8b\u5b9e\uff1a\u8be5\u65b9\u6cd5\u5fc5\u987b\u4ec5\u4f30\u8ba1 M+1 \u4e2a\u7cfb\u6570\uff0c\u800c\u4e0d\u662f p+1 \u4e2a\u7cfb\u6570\uff0c\u5176\u4e2d M &lt; p\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u95ee\u9898\u7684<em>\u7ef4\u5ea6<\/em>\u4ecep+1\u964d\u5230\u4e86M+1\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u6570\u636e\u96c6\u4e2d\u5b58\u5728\u591a\u91cd\u5171\u7ebf\u6027\u7684\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u4e3b\u6210\u5206\u56de\u5f52\u80fd\u591f\u751f\u6210\u6bd4\u4f20\u7edf<a href=\"https:\/\/statorials.org\/cn\/\u591a\u5143\u7ebf\u6027\u56de\u5f52-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u5143\u7ebf\u6027\u56de\u5f52<\/a>\u66f4\u597d\u5730\u63a8\u5e7f\u5230\u65b0\u6570\u636e\u7684\u6a21\u578b\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u6267\u884c\u4e3b\u6210\u5206\u56de\u5f52\u7684\u6b65\u9aa4<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u4f7f\u7528\u4ee5\u4e0b\u6b65\u9aa4\u6765\u6267\u884c\u4e3b\u6210\u5206\u56de\u5f52\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u6807\u51c6\u5316\u9884\u6d4b\u53d8\u91cf\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u9996\u5148\uff0c\u6211\u4eec\u901a\u5e38\u5bf9\u6570\u636e\u8fdb\u884c\u6807\u51c6\u5316\uff0c\u4f7f\u6bcf\u4e2a\u9884\u6d4b\u53d8\u91cf\u7684\u5e73\u5747\u503c\u4e3a 0\uff0c\u6807\u51c6\u5dee\u4e3a 1\u3002\u8fd9\u53ef\u4ee5\u9632\u6b62\u4e00\u4e2a\u9884\u6d4b\u53d8\u91cf\u4ea7\u751f\u592a\u5927\u7684\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5f53\u5b83\u4ee5\u4e0d\u540c\u7684\u5355\u4f4d\u8fdb\u884c\u6d4b\u91cf\u65f6\uff08c \u5373\uff0c\u5982\u679c<sub>1<\/sub>\u4ee5\u82f1\u5bf8\u4e3a\u5355\u4f4d\u6d4b\u91cf\uff09\u3002 X <sub>2<\/sub>\u4ee5\u7801\u4e3a\u5355\u4f4d\uff09\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u8ba1\u7b97\u4e3b\u6210\u5206\u5e76\u4f7f\u7528\u4e3b\u6210\u5206\u4f5c\u4e3a\u9884\u6d4b\u53d8\u91cf\u6267\u884c\u7ebf\u6027\u56de\u5f52\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8ba1\u7b97\u4e3b\u6210\u5206\uff0c\u5e76\u4f7f\u7528\u6700\u5c0f\u4e8c\u4e58\u6cd5\u6765\u62df\u5408\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff0c\u4f7f\u7528\u524d<em>M \u4e2a<\/em>\u4e3b\u6210\u5206 Z <sub>1<\/sub> , \u2026, Z <sub>M<\/sub>\u4f5c\u4e3a\u9884\u6d4b\u53d8\u91cf\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. \u51b3\u5b9a\u4fdd\u7559\u591a\u5c11\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u4f7f\u7528<a href=\"https:\/\/statorials.org\/cn\/k\u6298\u4ea4\u53c9\u9a8c\u8bc1\/\" target=\"_blank\" rel=\"noopener noreferrer\">k \u6298\u4ea4\u53c9\u9a8c\u8bc1<\/a>\u6765\u627e\u5230\u6a21\u578b\u4e2d\u4fdd\u7559\u7684\u4e3b\u6210\u5206\u7684\u6700\u4f73\u6570\u91cf\u3002\u8981\u4fdd\u7559\u7684\u4e3b\u6210\u5206\u7684\u201c\u6700\u4f73\u201d\u6570\u91cf\u901a\u5e38\u662f\u4ea7\u751f\u6700\u4f4e\u68c0\u9a8c\u5747\u65b9\u8bef\u5dee (MSE) \u7684\u6570\u91cf\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4e3b\u6210\u5206\u56de\u5f52\u7684\u4f18\u70b9\u548c\u7f3a\u70b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4e3b\u6210\u5206\u56de\u5f52 (PCR) \u5177\u6709\u4ee5\u4e0b<strong>\u4f18\u70b9<\/strong>\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5f53\u7b2c\u4e00\u4e3b\u6210\u5206\u80fd\u591f\u6355\u83b7\u9884\u6d4b\u53d8\u91cf\u7684\u5927\u90e8\u5206\u53d8\u5316\u4ee5\u53ca\u4e0e\u54cd\u5e94\u53d8\u91cf\u7684\u5173\u7cfb\u65f6\uff0cPCR \u5f80\u5f80\u8868\u73b0\u826f\u597d\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5373\u4f7f\u9884\u6d4b\u53d8\u91cf\u9ad8\u5ea6\u76f8\u5173\uff0cPCR \u4e5f\u80fd\u8868\u73b0\u826f\u597d\uff0c\u56e0\u4e3a\u5b83\u4ea7\u751f\u5f7c\u6b64\u6b63\u4ea4\uff08\u5373\u4e0d\u76f8\u5173\uff09\u7684\u4e3b\u6210\u5206\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">PCR \u4e0d\u9700\u8981\u60a8\u9009\u62e9\u8981\u4ece\u6a21\u578b\u4e2d\u5220\u9664\u54ea\u4e9b\u9884\u6d4b\u53d8\u91cf\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u4e3b\u6210\u5206\u90fd\u4f7f\u7528\u6240\u6709\u9884\u6d4b\u53d8\u91cf\u7684\u7ebf\u6027\u7ec4\u5408\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4e0e\u591a\u5143\u7ebf\u6027\u56de\u5f52\u4e0d\u540c\uff0c\u5f53\u9884\u6d4b\u53d8\u91cf\u591a\u4e8e\u89c2\u6d4b\u503c\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528 PCR\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7136\u800c\uff0cPCR \u6709\u4e00\u4e2a<strong>\u7f3a\u70b9\uff1a<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5728\u51b3\u5b9a\u4fdd\u7559\u6216\u5220\u9664\u54ea\u4e9b\u4e3b\u8981\u6210\u5206\u65f6\uff0cPCR \u4e0d\u8003\u8651\u54cd\u5e94\u53d8\u91cf\u3002\u76f8\u53cd\uff0c\u5b83\u4ec5\u8003\u8651\u4e3b\u6210\u5206\u6355\u83b7\u7684\u9884\u6d4b\u53d8\u91cf\u4e4b\u95f4\u7684\u65b9\u5dee\u5927\u5c0f\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5dee\u5f02\u6700\u5927\u7684\u4e3b\u6210\u5206\u53ef\u80fd\u65e0\u6cd5\u5f88\u597d\u5730\u9884\u6d4b\u54cd\u5e94\u53d8\u91cf\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u5728\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u62df\u5408\u4e86\u8bb8\u591a\u4e0d\u540c\u7c7b\u578b\u7684\u6a21\u578b\uff08PCR\u3001Ridge\u3001Lasso\u3001\u591a\u5143\u7ebf\u6027\u56de\u5f52\u7b49\uff09\uff0c\u5e76\u4f7f\u7528 k \u6298\u4ea4\u53c9\u9a8c\u8bc1\u6765\u8bc6\u522b\u5bf9\u65b0\u6570\u636e\u4ea7\u751f\u6700\u4f4e MSE \u68c0\u9a8c\u7684\u6a21\u578b\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u539f\u59cb\u6570\u636e\u96c6\u4e2d\u5b58\u5728\u591a\u91cd\u5171\u7ebf\u6027\u7684\u60c5\u51b5\u4e0b\uff08\u901a\u5e38\u662f\u8fd9\u79cd\u60c5\u51b5\uff09\uff0cPCR \u5f80\u5f80\u6bd4\u666e\u901a\u6700\u5c0f\u4e8c\u4e58\u56de\u5f52\u8868\u73b0\u5f97\u66f4\u597d\u3002\u4f46\u662f\uff0c\u6700\u597d\u62df\u5408\u51e0\u4e2a\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u786e\u5b9a\u54ea\u4e00\u4e2a\u6a21\u578b\u6700\u80fd\u6982\u62ec\u672a\u89c1\u8fc7\u7684\u6570\u636e\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u548c Python \u4e2d\u7684\u4e3b\u6210\u5206\u56de\u5f52<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u548c Python \u4e2d\u6267\u884c\u4e3b\u6210\u5206\u56de\u5f52\uff1a<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u4e3b\u6210\u5206\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u4e2d\u7684\u4e3b\u6210\u5206\u56de\u5f52\uff08\u9010\u6b65\uff09<\/a><br \/> <a href=\"https:\/\/statorials.org\/cn\/python-\u4e2d\u7684\u4e3b\u8981\u7ec4\u4ef6\u56de\u5f52\/\" target=\"_blank\" rel=\"noopener noreferrer\">Python \u4e2d\u7684\u4e3b\u6210\u5206\u56de\u5f52\uff08\u9010\u6b65\uff09<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u521b\u5efa\u6a21\u578b\u65f6\u6700\u5e38\u89c1\u7684\u95ee\u9898\u4e4b\u4e00\u662f\u591a\u91cd\u5171\u7ebf\u6027\u3002\u5f53\u6570\u636e\u96c6\u4e2d\u7684\u4e24\u4e2a\u6216\u591a\u4e2a\u9884\u6d4b\u53d8\u91cf\u9ad8\u5ea6\u76f8\u5173\u65f6\uff0c\u5c31\u4f1a\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\u3002 \u5f53\u8fd9\u79cd\u60c5 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1202","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e3b\u6210\u5206\u56de\u5f52\u7b80\u4ecb<\/title>\n<meta name=\"description\" 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