{"id":617,"date":"2023-07-29T07:54:38","date_gmt":"2023-07-29T07:54:38","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1\/"},"modified":"2023-07-29T07:54:38","modified_gmt":"2023-07-29T07:54:38","slug":"%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e9%80%bb%e8%be%91%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1\/","title":{"rendered":"\u5982\u4f55\u5728stata\u4e2d\u8fdb\u884c\u903b\u8f91\u56de\u5f52"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u903b\u8f91\u56de\u5f52<\/strong>\u662f\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\u6211\u4eec\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u7684\u4e00\u4e9b\u793a\u4f8b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6211\u4eec\u60f3\u77e5\u9053\u8fd0\u52a8\u3001\u996e\u98df\u548c\u4f53\u91cd\u5982\u4f55\u5f71\u54cd\u5fc3\u810f\u75c5\u53d1\u4f5c\u7684\u53ef\u80fd\u6027\u3002\u54cd\u5e94\u53d8\u91cf\u662f<em>\u5fc3\u810f\u75c5\u53d1\u4f5c<\/em>\uff0c\u5b83\u6709\u4e24\u79cd\u6f5c\u5728\u7ed3\u679c\uff1a\u5fc3\u810f\u75c5\u53d1\u4f5c\u53d1\u751f\u6216\u4e0d\u53d1\u751f\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6211\u4eec\u60f3\u77e5\u9053 GPA\u3001ACT \u5206\u6570\u548c\u4fee\u8bfb\u7684 AP \u8bfe\u7a0b\u6570\u91cf\u5982\u4f55\u5f71\u54cd\u88ab\u7279\u5b9a\u5927\u5b66\u5f55\u53d6\u7684\u53ef\u80fd\u6027\u3002\u54cd\u5e94\u53d8\u91cf\u662f<em>\u63a5\u53d7<\/em>\uff0c\u5b83\u6709\u4e24\u79cd\u6f5c\u5728\u7ed3\u679c\uff1a\u63a5\u53d7\u6216\u4e0d\u63a5\u53d7\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6211\u4eec\u60f3\u77e5\u9053\u5b57\u6570\u548c\u7535\u5b50\u90ae\u4ef6\u6807\u9898\u662f\u5426\u4f1a\u5f71\u54cd\u7535\u5b50\u90ae\u4ef6\u4e3a\u5783\u573e\u90ae\u4ef6\u7684\u53ef\u80fd\u6027\u3002\u54cd\u5e94\u53d8\u91cf\u662f<em>\u5783\u573e\u90ae\u4ef6<\/em>\uff0c\u5b83\u6709\u4e24\u79cd\u6f5c\u5728\u7ed3\u679c\uff1a\u5783\u573e\u90ae\u4ef6\u6216\u975e\u5783\u573e\u90ae\u4ef6\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Stata \u4e2d\u6267\u884c\u903b\u8f91\u56de\u5f52\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aStata \u4e2d\u7684\u903b\u8f91\u56de\u5f52<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u60f3\u4e86\u89e3\u6bcd\u4eb2\u7684\u5e74\u9f84\u548c\u5438\u70df\u4e60\u60ef\u662f\u5426\u4f1a\u5f71\u54cd\u4f4e\u51fa\u751f\u4f53\u91cd\u5a74\u513f\u7684\u53ef\u80fd\u6027\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e3a\u4e86\u63a2\u7d22\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5e74\u9f84\u548c\u5438\u70df\uff08\u662f\u6216\u5426\uff09\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\uff0c\u5e76\u4f7f\u7528\u4f4e\u51fa\u751f\u4f53\u91cd\uff08\u662f\u6216\u5426\uff09\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u6765\u8fdb\u884c\u903b\u8f91\u56de\u5f52\u3002\u7531\u4e8e\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u7684\u2014\u2014\u53ea\u6709\u4e24\u79cd\u53ef\u80fd\u7684\u7ed3\u679c\u2014\u2014\u5e94\u8be5\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728 Stata \u4e2d\u5b8c\u6210\u4ee5\u4e0b\u6b65\u9aa4\uff0c\u4f7f\u7528\u540d\u4e3a<em>lbw<\/em>\u7684\u6570\u636e\u96c6\u6267\u884c\u903b\u8f91\u56de\u5f52\uff0c\u8be5\u6570\u636e\u96c6\u5305\u542b 189 \u4f4d\u4e0d\u540c\u6bcd\u4eb2\u7684\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 1 \u6b65\uff1a\u52a0\u8f7d\u6570\u636e\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u901a\u8fc7\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\u6765\u52a0\u8f7d\u6570\u636e\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u4f7f\u7528https:\/\/www.stata-press.com\/data\/r13\/lbw<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 2\uff1a\u83b7\u53d6\u6570\u636e\u6458\u8981\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u901a\u8fc7\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\uff0c\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u60a8\u6b63\u5728\u4f7f\u7528\u7684\u6570\u636e\uff1a<\/span><\/p>\n<blockquote>\n<p><strong><span style=\"color: #000000;\">\u603b\u7ed3\u4e00\u4e0b<\/span><\/strong><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5793 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logistiqueregstata1.png\" alt=\"Stata\u4e2d\u7684\u4f4e\u51fa\u751f\u4f53\u91cd\u6570\u636e\u96c6\" width=\"534\" height=\"356\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6570\u636e\u96c6\u4e2d\u6709 11 \u4e2a\u4e0d\u540c\u7684\u53d8\u91cf\uff0c\u4f46\u6211\u4eec\u611f\u5174\u8da3\u7684\u53ea\u6709\u4e09\u4e2a\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u4f4e<\/strong>\u2014\u2014\u5a74\u513f\u51fa\u751f\u4f53\u91cd\u662f\u5426\u4f4e\u3002 1 = \u662f\uff0c0 = \u5426\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e74\u9f84<\/strong>\u2014\u2014\u6bcd\u4eb2\u7684\u5e74\u9f84\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5438\u70df<\/strong>\u2014\u2014\u6bcd\u4eb2\u5728\u6000\u5b55\u671f\u95f4\u662f\u5426\u5438\u70df\u3002 1 = \u662f\uff0c0 = \u5426\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 3\uff1a\u6267\u884c\u903b\u8f91\u56de\u5f52\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u5185\u5bb9\uff0c\u4ee5\u4f7f\u7528<em>\u5e74\u9f84<\/em>\u548c<em>\u70df\u96fe<\/em>\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\u5e76\u4f7f\u7528<em>\u4f4e<\/em>\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u6765\u6267\u884c\u903b\u8f91\u56de\u5f52\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u4f4e\u5e74\u9f84\u70df\u96fe Logit<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5798 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logistiqueregstata3.png\" alt=\"Stata \u4e2d\u7684\u903b\u8f91\u56de\u5f52\u8f93\u51fa\" width=\"579\" height=\"331\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u89e3\u91ca\u7ed3\u679c\u4e2d\u6700\u6709\u8da3\u7684\u6570\u5b57\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7cfb\u6570\uff08\u5e74\u9f84\uff09\uff1a<\/strong> -.0497792\u3002\u4fdd\u6301<em>\u70df\u96fe<\/em>\u4e0d\u53d8\uff0c\u5e74\u9f84\u6bcf\u589e\u52a0\u4e00\u5e74\uff0c\u5a74\u513f\u51fa\u751f\u4f53\u91cd\u8fc7\u4f4e\u7684\u51e0\u7387\u5c31\u4f1a\u589e\u52a0 exp(-0.0497792) = 0.951\u3002\u8fd9\u4e2a\u6570\u5b57\u5c0f\u4e8e 1 \u610f\u5473\u7740\u5e74\u9f84\u7684\u589e\u52a0\u5b9e\u9645\u4e0a\u4e0e\u4f4e\u51fa\u751f\u4f53\u91cd\u5a74\u513f\u7684\u51e0\u7387\u964d\u4f4e\u6709\u5173\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6bcd\u4eb2 A \u548c\u6bcd\u4eb2 B \u90fd\u5438\u70df\u3002\u5982\u679c\u6bcd\u4eb2A\u6bd4\u6bcd\u4eb2B\u5927\u4e00\u5c81\uff0c\u90a3\u4e48\u6bcd\u4eb2A\u751f\u51fa\u4f4e\u4f53\u91cd\u513f\u7684\u51e0\u7387\u4ec5\u4e3a\u6bcd\u4eb2B\u751f\u51fa\u4f4e\u4f53\u91cd\u513f\u7684\u51e0\u7387\u768495.1%\u3002\u8bde\u751f\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>P&gt;|z| \uff08\u5e74\u9f84\uff09\uff1a<\/strong> 0.119\u3002\u8fd9\u662f\u4e0e<em>\u5e74\u9f84<\/em>\u68c0\u9a8c\u7edf\u8ba1\u91cf\u76f8\u5173\u7684 p \u503c\u3002\u7531\u4e8e\u8be5\u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u5e74\u9f84\u5e76\u4e0d\u662f\u4f4e\u51fa\u751f\u4f53\u91cd\u7684\u7edf\u8ba1\u663e\u7740\u9884\u6d4b\u56e0\u7d20\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4f18\u52bf\u6bd4\uff08\u70df\u96fe\uff09\uff1a<\/strong> 0.6918486\u3002\u5728<em>\u5e74\u9f84<\/em>\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u6000\u5b55\u671f\u95f4\u5438\u70df\u7684\u6bcd\u4eb2\u6bd4\u6000\u5b55\u671f\u95f4\u4e0d\u5438\u70df\u7684\u6bcd\u4eb2\u751f\u51fa\u4f4e\u51fa\u751f\u4f53\u91cd\u5a74\u513f\u7684\u6982\u7387 exp(.6918486) = 1.997 \u66f4\u9ad8\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0c\u5047\u8bbe\u6bcd\u4eb2 A \u548c\u6bcd\u4eb2 B \u90fd\u662f 30 \u5c81\u3002\u5982\u679c\u6bcd\u4eb2A\u5728\u6000\u5b55\u671f\u95f4\u5438\u70df\uff0c\u800c\u6bcd\u4eb2B\u4e0d\u5438\u70df\uff0c\u90a3\u4e48\u6bcd\u4eb2A\u751f\u51fa\u4f4e\u4f53\u91cd\u513f\u7684\u51e0\u7387\u6bd4\u6bcd\u4eb2B\u751f\u51fa\u4f4e\u4f53\u91cd\u513f\u7684\u51e0\u7387\u9ad899.7%\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>P&gt;|z| \uff08\u70df\uff09\uff1a<\/strong> 0.032\u3002\u8fd9\u662f\u4e0e<em>\u70df\u96fe<\/em>\u68c0\u9a8c\u7edf\u8ba1\u91cf\u76f8\u5173\u7684 p \u503c\u3002\u7531\u4e8e\u8be5\u503c\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64<em>\u5438\u70df<\/em>\u662f\u4f4e\u51fa\u751f\u4f53\u91cd\u7684\u7edf\u8ba1\u663e\u7740\u9884\u6d4b\u56e0\u5b50\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c\u56db\u6b65\uff1a\u62a5\u544a\u7ed3\u679c\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u540e\uff0c\u6211\u4eec\u60f3\u62a5\u544a\u903b\u8f91\u56de\u5f52\u7684\u7ed3\u679c\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u6267\u884c\u6b64\u64cd\u4f5c\u7684\u793a\u4f8b\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\">\u8fdb\u884c\u903b\u8f91\u56de\u5f52\u4ee5\u786e\u5b9a\u6bcd\u4eb2\u7684\u5e74\u9f84\u548c\u5438\u70df\u4e60\u60ef\u662f\u5426\u5f71\u54cd\u751f\u51fa\u4f4e\u51fa\u751f\u4f53\u91cd\u5a74\u513f\u7684\u53ef\u80fd\u6027\u3002\u5206\u6790\u4e2d\u4f7f\u7528\u4e86 189 \u540d\u6bcd\u4eb2\u7684\u6837\u672c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u663e\u793a\uff0c\u5438\u70df\u4e0e\u4f4e\u51fa\u751f\u4f53\u91cd\u7684\u53ef\u80fd\u6027\u4e4b\u95f4\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5173\u7cfb\uff08z = 2.15\uff0cp = 0.032\uff09\uff0c\u800c\u5e74\u9f84\u4e0e\u4f4e\u51fa\u751f\u4f53\u91cd\u7684\u53ef\u80fd\u6027\u4e4b\u95f4\u4e0d\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5173\u7cfb\uff08z = -1.56\uff09 \uff0cp = 0.032\uff09\u3002 119\uff09\u3002<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u903b\u8f91\u56de\u5f52\u662f\u5f53\u54cd\u5e94\u53d8\u91cf\u662f\u4e8c\u5143\u65f6\u6211\u4eec\u7528\u6765\u62df\u5408\u56de\u5f52\u6a21\u578b\u7684\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u7684\u4e00\u4e9b\u793a\u4f8b\uff1a \u6211\u4eec\u60f3\u77e5\u9053\u8fd0\u52a8\u3001\u996e\u98df\u548c 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