{"id":614,"date":"2023-07-29T08:12:06","date_gmt":"2023-07-29T08:12:06","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e7%ae%80%e5%8d%95%e7%ba%bf%e6%80%a7%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1\/"},"modified":"2023-07-29T08:12:06","modified_gmt":"2023-07-29T08:12:06","slug":"%e7%ae%80%e5%8d%95%e7%ba%bf%e6%80%a7%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e7%ae%80%e5%8d%95%e7%ba%bf%e6%80%a7%e5%9b%9e%e5%bd%92%e7%bb%9f%e8%ae%a1\/","title":{"rendered":"\u5982\u4f55\u5728 stata \u4e2d\u8fdb\u884c\u7b80\u5355\u7ebf\u6027\u56de\u5f52"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong><a href=\"https:\/\/statorials.org\/cn\/\u7edf\u8ba1\u5b66\u4ee5\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u5f0f\u89e3\u91ca\u6982\u5ff5\uff0c\u6211\u4eec\u4f7f\u5b66\u4e60\u7edf\u8ba1\u53d8\u5f97\u66f4\u5bb9\u6613\/\" target=\"_blank\" rel=\"noopener\">\u7b80\u5355\u7ebf\u6027\u56de\u5f52<\/a><\/strong>\u662f\u4e00\u79cd\u53ef\u7528\u4e8e\u7406\u89e3\u89e3\u91ca\u53d8\u91cf x \u548c\u54cd\u5e94\u53d8\u91cf y \u4e4b\u95f4\u5173\u7cfb\u7684\u65b9\u6cd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Stata \u4e2d\u6267\u884c\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1aStata \u4e2d\u7684\u7b80\u5355\u7ebf\u6027\u56de\u5f52<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u60f3\u4e86\u89e3\u6c7d\u8f66\u7684\u91cd\u91cf\u548c\u6bcf\u52a0\u4ed1\u884c\u9a76\u91cc\u7a0b\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4e3a\u4e86\u63a2\u7d22\u8fd9\u79cd\u5173\u7cfb\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u91cd\u91cf\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\uff0c\u6bcf\u52a0\u4ed1\u82f1\u91cc\u6570\u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u6765\u6267\u884c\u7b80\u5355\u7684\u7ebf\u6027\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>auto<\/em>\u7684\u6570\u636e\u96c6\u6267\u884c\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\uff0c\u8be5\u6570\u636e\u96c6\u5305\u542b 74 \u8f86\u4e0d\u540c\u6c7d\u8f66\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\/auto<\/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-5755 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregressionstata1.png\" alt=\"\u5728Stata\u4e2d\u6c47\u603b\u6570\u636e\" width=\"585\" height=\"406\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u6570\u636e\u96c6\u4e2d\u6709 12 \u4e2a\u4e0d\u540c\u7684\u53d8\u91cf\uff0c\u4f46\u6211\u4eec\u552f\u4e00\u5173\u5fc3\u7684\u4e24\u4e2a\u662f<em>mpg<\/em><em>\u548c Weight<\/em> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c 3 \u6b65\uff1a\u53ef\u89c6\u5316\u6570\u636e\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728\u6267\u884c\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u4e4b\u524d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u4f53\u91cd\u4e0e\u82f1\u91cc\/\u52a0\u4ed1\u7684\u6563\u70b9\u56fe\uff0c\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u53ef\u89c6\u5316\u8fd9\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u5e76\u68c0\u67e5\u660e\u663e\u7684\u5f02\u5e38\u503c\u3002\u5728\u547d\u4ee4\u6846\u4e2d\u952e\u5165\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u521b\u5efa\u6563\u70b9\u56fe\uff1a<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u82f1\u91cc\/\u52a0\u4ed1\u91cd\u91cf\u5206\u5e03<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u8fd9\u4f1a\u4ea7\u751f\u4ee5\u4e0b\u6563\u70b9\u56fe\uff1a<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5756 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregressionstata2.png\" alt=\"Stata \u4e2d\u7684\u6563\u70b9\u56fe\" width=\"576\" height=\"417\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u91cd\u91cf\u8f83\u9ad8\u7684\u6c7d\u8f66\u6bcf\u52a0\u4ed1\u884c\u9a76\u7684\u82f1\u91cc\u6570\u5f80\u5f80\u8f83\u5c11\u3002\u4e3a\u4e86\u91cf\u5316\u8fd9\u79cd\u5173\u7cfb\uff0c\u6211\u4eec\u73b0\u5728\u5c06\u6267\u884c\u4e00\u4e2a\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b65\u9aa4 4\uff1a\u6267\u884c\u7b80\u5355\u7ebf\u6027\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\u4f53\u91cd\u4f5c\u4e3a\u89e3\u91ca\u53d8\u91cf\u3001mpg \u4f5c\u4e3a\u54cd\u5e94\u53d8\u91cf\u6765\u6267\u884c\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u5c06\u4f53\u91cd\u56de\u5f52\u4e3a\u82f1\u91cc\/\u52a0\u4ed1<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5757 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/simpleregressionstata3.png\" alt=\"\u5728 Stata \u4e2d\u89e3\u91ca\u56de\u5f52\u7ed3\u679c\" width=\"605\" height=\"276\" 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>R \u5e73\u65b9\uff1a<\/strong> 0.6515\u3002\u8fd9\u662f\u53ef\u4ee5\u7531\u89e3\u91ca\u53d8\u91cf\u89e3\u91ca\u7684\u54cd\u5e94\u53d8\u91cf\u65b9\u5dee\u7684\u6bd4\u4f8b\u3002\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c65.15% \u7684 mpg \u53d8\u5316\u53ef\u4ee5\u901a\u8fc7\u91cd\u91cf\u6765\u89e3\u91ca\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7cfb\u6570\uff08\u91cd\u91cf\uff09\uff1a<\/strong> -0.006\u3002\u8fd9\u544a\u8bc9\u6211\u4eec\u4e0e\u89e3\u91ca\u53d8\u91cf\u589e\u52a0\u4e00\u5355\u4f4d\u76f8\u5173\u7684\u54cd\u5e94\u53d8\u91cf\u7684\u5e73\u5747\u53d8\u5316\u3002\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u91cd\u91cf\u6bcf\u589e\u52a0\u4e00\u78c5\uff0c\u5e73\u5747\u5c31\u4f1a\u51cf\u5c11 0.006 \u82f1\u91cc\/\u52a0\u4ed1\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7cfb\u6570\uff08_cons\uff09\uff1a<\/strong> 39.44028\u3002\u8fd9\u544a\u8bc9\u6211\u4eec\u5f53\u89e3\u91ca\u53d8\u91cf\u4e3a\u96f6\u65f6\u54cd\u5e94\u53d8\u91cf\u7684\u5e73\u5747\u503c\u3002\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u5f53\u6c7d\u8f66\u91cd\u91cf\u4e3a\u96f6\u65f6\uff0c\u5e73\u5747\u82f1\u91cc\/\u52a0\u4ed1\u4e3a 39.44028\u3002\u8fd9\u5b9e\u9645\u4e0a\u6ca1\u6709\u4efb\u4f55\u610f\u4e49\uff0c\u56e0\u4e3a\u6c7d\u8f66\u7684\u91cd\u91cf\u4e0d\u53ef\u80fd\u4e3a\u96f6\uff0c\u4f46\u6570\u5b57 39.44028 \u5bf9\u4e8e\u5f62\u6210\u56de\u5f52\u65b9\u7a0b\u662f\u5fc5\u8981\u7684\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>P&gt;|t| \uff08\u91cd\u91cf\uff09\uff1a<\/strong> 0.000\u3002\u8fd9\u662f\u4e0e\u4f53\u91cd\u68c0\u9a8c\u7edf\u8ba1\u91cf\u76f8\u5173\u7684 p \u503c\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u7531\u4e8e\u8be5\u503c\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff0c\u4f53\u91cd\u548c mpg \u4e4b\u95f4\u5b58\u5728\u7edf\u8ba1\u4e0a\u663e\u7740\u7684\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u56de\u5f52\u65b9\u7a0b\uff1a<\/strong>\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e24\u4e2a\u7cfb\u6570\u503c\u5f62\u6210\u56de\u5f52\u65b9\u7a0b\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u65b9\u7a0b\u4e3a\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9884\u6d4b\u82f1\u91cc\/\u52a0\u4ed1 = 39.44028 \u2013 0.0060087*\uff08\u4f53\u91cd\uff09<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e2a\u65b9\u7a0b\u6765\u8ba1\u7b97\u6c7d\u8f66\u5728\u7ed9\u5b9a\u91cd\u91cf\u7684\u60c5\u51b5\u4e0b\u7684\u9884\u671f\u82f1\u91cc\u6570\u3002\u4f8b\u5982\uff0c\u4e00\u8f86\u91cd 4,000 \u78c5\u7684\u6c7d\u8f66\u7684 mpg \u5e94\u8be5\u4e3a 15,405\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9884\u6d4b\u82f1\u91cc\/\u52a0\u4ed1 = 39.44028 \u2013 0.0060087*(4000) = 15.405<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u7b2c\u4e94\u6b65\uff1a\u62a5\u544a\u7ed3\u679c\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u540e\uff0c\u6211\u4eec\u60f3\u8981\u62a5\u544a\u7b80\u5355\u7ebf\u6027\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\u7ebf\u6027\u56de\u5f52\u6765\u91cf\u5316\u6c7d\u8f66\u91cd\u91cf\u548c\u6bcf\u52a0\u4ed1\u884c\u9a76\u91cc\u7a0b\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u5206\u6790\u4e2d\u4f7f\u7528\u4e86 74 \u8f86\u6c7d\u8f66\u7684\u6837\u672c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u663e\u793a\uff0c\u4f53\u91cd\u548c mpg \u4e4b\u95f4\u5b58\u5728\u7edf\u8ba1\u663e\u7740\u5173\u7cfb (t = -11.60\uff0cp &lt; 0.0001)\uff0c\u5e76\u4e14\u4f53\u91cd\u5360 mpg \u89e3\u91ca\u53d8\u5f02\u7684 65.15%\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56de\u5f52\u65b9\u7a0b\u4e3a\uff1a<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9884\u8ba1 mpg = 39.44 \u2013 0.006\uff08\u4f53\u91cd\uff09<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6bcf\u589e\u52a0\u4e00\u78c5\uff0c\u5e73\u5747\u6bcf\u52a0\u4ed1\u5c31\u4f1a\u51cf\u5c11 -0.006 \u82f1\u91cc\u3002<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u7b80\u5355\u7ebf\u6027\u56de\u5f52\u662f\u4e00\u79cd\u53ef\u7528\u4e8e\u7406\u89e3\u89e3\u91ca\u53d8\u91cf x \u548c\u54cd\u5e94\u53d8\u91cf y \u4e4b\u95f4\u5173\u7cfb\u7684\u65b9\u6cd5\u3002 \u672c\u6559\u7a0b\u4ecb\u7ecd\u5982\u4f55\u5728 Stata \u4e2d\u6267 [&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-614","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>\u5982\u4f55\u5728 Stata \u4e2d\u6267\u884c\u7b80\u5355\u7ebf\u6027\u56de\u5f52 - Statorials<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u5982\u4f55\u5728 Stata 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