{"id":115350,"date":"2026-10-12T01:25:21","date_gmt":"2026-10-11T17:25:21","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/115350.html"},"modified":"2026-10-12T01:25:21","modified_gmt":"2026-10-11T17:25:21","slug":"2026%e7%bb%8f%e7%ae%a1%e8%ae%ba%e6%96%87%e5%bc%80%e9%a2%98%e5%b7%a5%e5%85%b7%e6%a8%aa%e5%90%91%e5%a4%a7pk%ef%bd%9c%e6%99%ba%e4%b8%80%e5%88%bbvs%e4%b8%bb%e6%b5%81%e5%b9%b3%e5%8f%b0%ef%bc%8c%e7%a8%b3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/115350.html","title":{"rendered":"2026\u7ecf\u7ba1\u8bba\u6587\u5f00\u9898\u5de5\u5177\u6a2a\u5411\u5927PK\uff5c\u667a\u4e00\u523bvs\u4e3b\u6d41\u5e73\u53f0\uff0c\u7a33\u5065\u6027\u68c0\u9a8c\u4e0e\u5f02\u8d28\u6027\u5206\u6790\u8c01\u80fd\u6253\uff1f"},"content":{"rendered":"<p>\u7ecf\u7ba1\u7c7b\u540c\u5b66\u5728\u5199\u5f00\u9898\u62a5\u544a\u65f6&#xff0c;\u6700\u5bb9\u6613\u906d\u9047\u5bfc\u5e08\u5f53\u9762\u8d28\u95ee\u7684\u6b7b\u7a74\u5c31\u662f\u5f02\u8d28\u6027\u5206\u6790\u4e0e\u7a33\u5065\u6027\u68c0\u9a8c\u7684\u8ba1\u91cf\u8bbe\u8ba1&#xff01;<\/p>\n<p>\u73b0\u5728\u7684\u7ecf\u7ba1\u4e13\u4e1a\u5f00\u9898\u7ec8\u5ba1\u6781\u5176\u4e25\u683c&#xff0c;\u5bfc\u5e08\u7ffb\u770b\u62a5\u544a&#xff0c;\u76f4\u63a5\u6293\u4f4f\u6700\u5173\u952e\u7684\u8ba1\u91cf\u68c0\u9a8c\u90e8\u5206&#xff1a;<\/p>\n<p>\u201c\u5f02\u8d28\u6027\u5206\u6790\u6309\u4ec0\u4e48\u7ef4\u5ea6\u5206\u7ec4&#xff1f;\u56fd\u6709\u4f01\u4e1a\u4e0e\u6c11\u8425\u4f01\u4e1a\u7684\u5206\u7ec4\u4f9d\u636e\u662f\u4ec0\u4e48&#xff1f;\u7a33\u5065\u6027\u68c0\u9a8c\u6362\u4e86\u88ab\u89e3\u91ca\u53d8\u91cf\u540e\u56de\u5f52\u7cfb\u6570\u7b26\u53f7\u53d8\u4e86\u5417&#xff1f;\u505a\u7f29\u5c3e\u5904\u7406\u4e86\u5417&#xff1f;Stata \u6e05\u6d17\u548c\u56de\u5f52\u4ee3\u7801\u5f53\u573a\u8dd1\u4e00\u4e0b\u770b\u770b&#xff01;\u201d<\/p>\n<p>\u5f88\u591a\u540c\u5b66\u5c1d\u8bd5\u7528\u7f51\u4e0a\u7684 AI \u5de5\u5177\u8f85\u52a9\u5199\u5b9e\u8bc1\u65b9\u6848&#xff0c;\u7ed3\u679c\u60e8\u906d\u6253\u56de&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u5de5\u5177\u751f\u6210\u7684 Stata \u4ee3\u7801\u7f3a\u5931\u53cc\u5411\u56fa\u5b9a\u6548\u5e94&#xff0c;\u8fd0\u884c\u62a5\u9519\u8fde\u8fde&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u51ed\u7a7a\u7f16\u9020\u663e\u8457\u6027\u661f\u53f7&#xff0c;\u53d8\u91cf\u7b26\u53f7\u4e0e\u524d\u6587\u7ecf\u6d4e\u5b66\u7406\u8bba\u622a\u7136\u76f8\u53cd&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u8bba\u8ff0\u50cf\u4f01\u4e1a\u516c\u6587&#xff0c;\u5b8c\u5168\u4e0d\u7b26\u5408\u56fd\u5185\u5916\u7ecf\u7ba1\u6838\u5fc3\u671f\u520a\u5b9e\u8bc1\u8303\u5f0f&#xff01;<\/p>\n<\/li>\n<\/ul>\n<p>\u5230\u5e95\u54ea\u6b3e\u5de5\u5177\u5728\u7ecf\u7ba1\u5b9e\u8bc1\u9886\u57df\u771f\u6b63\u61c2\u5b66\u672f&#xff1f;<\/p>\n<p>\u4eca\u5929\u6211\u4eec\u9009\u53d6\u7ecf\u7ba1\u5f00\u9898\u7684\u6838\u5fc3\u573a\u666f&#xff0c;\u5bf9\u5168\u7f51\u4e3b\u6d41\u5de5\u5177\u4e0e \u667a\u4e00\u523bAI\u5b66\u672f\u5f15\u64ce \u5c55\u5f00\u4e00\u573a\u5168\u65b9\u4f4d\u786c\u6838\u5b9e\u6d4b&#x1f525;<\/p>\n<hr \/>\n<p>&#x1f393; \u5b98\u65b9\u5b66\u672f\u5b89\u5168\u5165\u53e3&#xff1a;AI\u8bba\u6587-\u667a\u4e00\u523b\u667a\u80fd\u5199\u4f5c\u52a9\u624b-2026\u9ad8\u6821\u6bd5\u4e1a\u8bba\u6587\u5408\u89c4\u8fc7\u5ba1\u5e73\u53f0<\/p>\n<hr \/>\n<h3>\u26d4\ufe0f \u7ecf\u7ba1\u5f00\u9898\u5b9e\u8bc1\u5e38\u89c1\u201c\u4e09\u5927\u7ffb\u8f66\u786c\u4f24\u201d<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261011172519-6acbc67f129cd.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u274c \u786c\u4f24\u4e00&#xff1a;\u5f02\u8d28\u6027\u5206\u7ec4\u7f3a\u4e4f\u7406\u8bba\u652f\u6491&#xff0c;\u968f\u610f\u4e3b\u89c2\u5212\u5206<\/h4>\n<ul>\n<li>\n<p>\u5b9e\u6d4b\u73b0\u72b6&#xff1a;\u666e\u901a\u5de5\u5177\u968f\u610f\u6309\u5e74\u4efd\u6216\u5730\u533a\u76f2\u76ee\u5206\u7ec4&#xff0c;\u6ca1\u6709\u7ecf\u6d4e\u5b66\u7406\u8bba\u4f9d\u636e\u3002<\/p>\n<\/li>\n<li>\n<p>\u81f4\u547d\u9690\u60a3&#xff1a;\u7f3a\u5c11\u4f3c\u65e0\u76f8\u5173\u68c0\u9a8c&#xff08;SUR&#xff09;\u6216\u8d39\u820d\u5c14\u7ec4\u5408\u68c0\u9a8c&#xff0c;\u7ec4\u95f4\u7cfb\u6570\u5dee\u5f02\u663e\u8457\u6027\u6839\u672c\u4e0d\u6210\u7acb&#xff0c;\u88ab\u8bc4\u59d4\u4e00\u7968\u5426\u51b3&#xff01;<\/p>\n<\/li>\n<\/ul>\n<h4>\u274c \u786c\u4f24\u4e8c&#xff1a;\u7a33\u5065\u6027\u68c0\u9a8c\u4f2a\u9020\u6570\u636e&#xff0c;\u56de\u5f52\u7b26\u53f7\u81ea\u76f8\u77db\u76fe<\/h4>\n<ul>\n<li>\n<p>\u5b9e\u6d4b\u73b0\u72b6&#xff1a;\u5f88\u591a\u5de5\u5177\u968f\u624b\u7f16\u9020\u4ee3\u7406\u53d8\u91cf&#xff0c;\u7ed3\u679c\u7a33\u5065\u6027\u68c0\u9a8c\u7cfb\u6570\u7b26\u53f7\u4e0e\u57fa\u51c6\u56de\u5f52\u5b8c\u5168\u76f8\u53cd\u3002<\/p>\n<\/li>\n<li>\n<p>\u81f4\u547d\u9690\u60a3&#xff1a;\u66b4\u9732\u51fa\u6a21\u578b\u6781\u5ea6\u4e0d\u7a33\u5065&#xff0c;\u88ab\u7b54\u8fa9\u8bc4\u59d4\u76f4\u63a5\u8ba4\u5b9a\u4e3a\u6570\u636e\u9020\u5047&#xff01;<\/p>\n<\/li>\n<\/ul>\n<h4>\u274c \u786c\u4f24\u4e09&#xff1a;\u7f3a\u5c11\u53cc\u5411\u56fa\u5b9a\u6548\u5e94\u4e0e\u805a\u7c7b\u6807\u51c6\u8bef<\/h4>\n<ul>\n<li>\n<p>\u5b9e\u6d4b\u73b0\u72b6&#xff1a;\u666e\u901a\u5927\u6a21\u578b\u751f\u6210\u7684\u4ee3\u7801\u7ecf\u5e38\u6f0f\u6389 i.year \u4e0e vce(cluster id)\u3002<\/p>\n<\/li>\n<li>\n<p>\u81f4\u547d\u9690\u60a3&#xff1a;\u6807\u51c6\u8bef\u4e25\u91cd\u4f4e\u4f30\u5bfc\u81f4\u865a\u5047\u663e\u8457&#xff0c;\u5728\u8bc4\u5ba1\u73b0\u573a\u88ab\u4e13\u5bb6\u5f53\u573a\u6293\u5305&#xff01;<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u2705 \u56db\u5927\u5e73\u53f0\u5b9e\u6d4b\u5bf9\u6bd4&#xff1a;\u667a\u4e00\u523bAI\u5b66\u672f\u5f15\u64ce\u8868\u73b0\u5982\u4f55&#xff1f;<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/10\/20261011172519-6acbc67fb676e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u9488\u5bf9\u7ecf\u7ba1\u4e13\u4e1a\u72ec\u7279\u7684\u201c\u6570\u636e &#043; \u7406\u8bba &#043; \u8ba1\u91cf\u6a21\u578b\u201d\u751f\u6001&#xff0c;\u6211\u4eec\u642d\u5efa\u4e86\u6db5\u76d6\u7406\u8bba\u6846\u67b6\u3001\u5f02\u8d28\u6027\u5206\u7ec4\u3001\u4ee3\u7801\u53ef\u9760\u6027\u4e0e\u53bb\u75d5\u6307\u6570\u7684\u6a2a\u5411\u8bc4\u6d4b\u4f53\u7cfb&#xff1a;<\/p>\n<h4>&#x1f4ca; \u4e3b\u6d41\u8bba\u6587\u5de5\u5177 vs \u667a\u4e00\u523bAI\u5b66\u672f\u5f15\u64ce\u6838\u5fc3\u6307\u6807\u6a2a\u5411\u5b9e\u6d4b\u5bf9\u6bd4\u8868<\/h4>\n<table>\n<tr>\u8bc4\u6d4b\u6838\u5fc3\u6307\u6807\u667a\u4e00\u523bAI\u5b66\u672f\u5f15\u64ce (\u7ea2\u699cTop1)\u7ade\u54c1\u5e73\u53f0A (\u901a\u7528\u804a\u5929\u52a9\u624b)\u7ade\u54c1\u5e73\u53f0B (\u6a21\u677f\u62fc\u51d1\u5de5\u5177)\u7ade\u54c1\u5e73\u53f0C (\u4f4e\u4ef7\u964d\u91cd\u5e73\u53f0)\u7ecf\u7ba1\u7b54\u8fa9\u59d4\u5458\u4f1a\u6807\u51c6<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\u5f02\u8d28\u6027\u68c0\u9a8c\u89c4\u8303<\/td>\n<td align=\"left\">\u89c4\u8303\u63d0\u4f9b\u4ea7\u6743\u6027\u8d28\u4e0e\u5730\u533a\u7980\u8d4b\u5206\u7ec4&#xff0c;\u4e25\u683c\u8fdb\u884c\u7ec4\u95f4\u7cfb\u6570\u68c0\u9a8c<\/td>\n<td align=\"left\">\u968f\u610f\u4e3b\u89c2\u4e71\u5206\u7ec4&#xff0c;\u7f3a\u5c11\u7ec4\u95f4\u5dee\u5f02\u68c0\u9a8c\u547d\u4ee4<\/td>\n<td align=\"left\">\u4f2a\u9020\u6570\u636e\u8868\u683c&#xff0c;\u663e\u8457\u6027\u661f\u53f7\u903b\u8f91\u81ea\u76f8\u77db\u76fe<\/td>\n<td align=\"left\">\u5b8c\u5168\u4e0d\u5177\u5907\u8ba1\u91cf\u5b9e\u8bc1\u4e0e\u6a21\u578b\u63a8\u5bfc\u80fd\u529b<\/td>\n<td align=\"left\">\u9075\u5faa\u56fd\u5185\u5916\u7ecf\u7ba1\u6838\u5fc3\u671f\u520a\u4e3b\u6d41\u8303\u5f0f<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u8ba1\u91cf\u4ee3\u7801\u53ef\u9760\u5ea6<\/td>\n<td align=\"left\">Stata \/ Python \u547d\u4ee4\u96f6\u8bed\u6cd5\u9519\u8bef&#xff0c;\u9644\u5e26\u5b8c\u6574\u6e05\u6d17\u4e0e\u56de\u5f52\u6ce8\u91ca<\/td>\n<td align=\"left\">\u53cc\u5411\u56fa\u5b9a\u6548\u5e94\u4e0e\u805a\u7c7b\u6807\u51c6\u8bef\u7f3a\u5931&#xff0c;\u9891\u7e41\u62a5\u9519<\/td>\n<td align=\"left\">\u865a\u6784\u56de\u5f52\u8f93\u51fa\u7ed3\u679c&#xff0c;\u4ee3\u7801\u65e0\u6cd5\u590d\u73b0<\/td>\n<td align=\"left\">\u65e0\u4ee3\u7801\u751f\u6210\u80fd\u529b<\/td>\n<td align=\"left\">\u5b9e\u8bc1\u4ee3\u7801\u53ef\u5728\u8bc4\u5ba1\u73b0\u573a\u5b9e\u65f6\u590d\u73b0\u8fd0\u884c<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u53cd\u5411\u53bb\u75d5\u4e0e\u71b5\u503c<\/td>\n<td align=\"left\">\u957f\u77ed\u53e5\u81ea\u9002\u5e94\u91cd\u6784&#xff0c;\u884c\u6587\u71b5\u503c\u81ea\u7136&#xff0c;\u5f7b\u5e95\u6d17\u6389AI\u673a\u5668\u6307\u7eb9<\/td>\n<td align=\"left\">\u6781\u5ea6\u5de5\u6574\u5bf9\u79f0\u4f4e\u71b5&#xff0c;AI\u75d5\u8ff9\u68c0\u6d4b\u503c\u9ad8\u8fbe80%&#043;<\/td>\n<td align=\"left\">\u673a\u68b0\u62fc\u8d34\u75d5\u8ff9\u4e25\u91cd&#xff0c;\u4e0a\u4e0b\u6587\u56e0\u679c\u903b\u8f91\u65ad\u5c42<\/td>\n<td align=\"left\">\u4e71\u6362\u8fd1\u4e49\u8bcd\u5bfc\u81f4\u8bed\u53e5\u4e0d\u901a&#xff0c;\u8bed\u6d41\u6781\u5ea6\u50f5\u5316<\/td>\n<td align=\"left\">AIGC\u6392\u67e5\u5b89\u5168&#xff0c;\u7b26\u5408\u771f\u4eba\u624b\u5199\u601d\u8fa8\u7279\u5f81<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u7b54\u8fa9\u8d28\u8be2\u8f85\u5bfc<\/td>\n<td align=\"left\">\u5168\u771f\u6a21\u62df\u7ecf\u7ba1\u8bc4\u59d4\u5185\u751f\u6027\u8d28\u8be2&#xff0c;\u8f93\u51fa\u9ad8\u60c5\u5546\u5e94\u5bf9\u65b9\u6848<\/td>\n<td align=\"left\">\u4ec5\u80fd\u751f\u6210\u6cdb\u5316\u8bf4\u8f9e&#xff0c;\u65e0\u6cd5\u89e3\u7b54\u673a\u5236\u7ec6\u8282<\/td>\n<td align=\"left\">\u65e0\u6cd5\u63d0\u4f9b\u7b54\u8fa9\u8d28\u8be2\u6307\u5bfc<\/td>\n<td align=\"left\">\u65e0\u7b54\u8fa9\u8f85\u52a9\u529f\u80fd<\/td>\n<td align=\"left\">\u6c89\u7740\u5e94\u5bf9\u8bc4\u59d4\u5bf9\u673a\u5236\u68c0\u9a8c\u7684\u5201\u94bb\u63d0\u95ee<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3>&#x1f4a1; \u4e3a\u4ec0\u4e48\u667a\u4e00\u523b\u5728\u7ecf\u7ba1\u5b9e\u8bc1\u9886\u57df\u72ec\u5360\u9ccc\u5934&#xff1f;<\/h3>\n<h5>1. \u6df1\u5ea6\u5951\u5408\u5b9e\u8bc1\u671f\u520a\u8303\u5f0f<\/h5>\n<ul>\n<li>\n<p>\u667a\u4e00\u523bAI \u719f\u7ec3\u7f16\u6392\u57fa\u51c6\u56de\u5f52\u3001\u53cc\u5411\u56fa\u5b9a\u6548\u5e94\u3001\u5f02\u8d28\u6027\u5206\u6790\u4e0e\u673a\u5236\u68c0\u9a8c&#xff1b;<\/p>\n<\/li>\n<li>\n<p>\u4ece\u89e3\u91ca\u53d8\u91cf\u9009\u53d6\u3001\u63cf\u8ff0\u6027\u7edf\u8ba1\u5230\u66ff\u6362\u6838\u5fc3\u53d8\u91cf&#xff0c;\u63a8\u5bfc\u4e25\u4e1d\u5408\u7f1d&#xff01;<\/p>\n<\/li>\n<\/ul>\n<h5>2. 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