{"id":2232,"date":"2023-07-23T03:59:05","date_gmt":"2023-07-23T03:59:05","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84-z-%e6%b5%8b%e8%af%95\/"},"modified":"2023-07-23T03:59:05","modified_gmt":"2023-07-23T03:59:05","slug":"r-%e4%b8%ad%e7%9a%84-z-%e6%b5%8b%e8%af%95","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84-z-%e6%b5%8b%e8%af%95\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u8fd0\u884c\u793a\u4f8b\u548c\u4e24\u4e2a\u793a\u4f8b z \u6d4b\u8bd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528<strong>BSDA<\/strong>\u5305\u4e2d\u7684<strong>z.test()<\/strong>\u51fd\u6570\u5728 R \u4e2d\u6267\u884c\u4e00\u4e2a\u793a\u4f8b\u548c\u4e24\u4e2a\u793a\u4f8b z \u6d4b\u8bd5\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span class=\"pre\">z.test(x, y, alternative=' <span style=\"color: #ff0000;\">two.sided<\/span> ', mu= <span style=\"color: #008000;\">0 <span style=\"color: #000000;\">,<\/span> <span style=\"color: #000000;\">sigma.x=NULL, sigma.y=NULL,conf.level= <span style=\"color: #008000;\">.95<\/span><\/span><\/span> )<\/span>\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u91d1\u5b50\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x<\/strong> \uff1a\u7b2c\u4e00\u4e2a\u6837\u672c\u7684\u503c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>y<\/strong> \uff1a\u7b2c\u4e8c\u4e2a\u6837\u672c\u7684\u503c\uff08\u5982\u679c\u60a8\u6b63\u5728\u6267\u884c\u53cc\u6837\u672c z \u6d4b\u8bd5\uff09<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u66ff\u4ee3<\/strong>\uff1a\u66ff\u4ee3\u5047\u8bbe\uff08\u201c\u66f4\u5927\u201d\uff0c\u201c\u66f4\u5c11\u201d\uff0c\u201c\u4e24\u4e2a\u9762\u5b54\u201d\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>mu<\/strong> : \u96f6\u5dee\u503c\u4e0b\u7684\u5e73\u5747\u503c\u6216\u5e73\u5747\u503c\uff08\u5728\u4e24\u4e2a\u6837\u672c\u7684\u60c5\u51b5\u4e0b\uff09<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>sigma.x<\/strong> \uff1a\u7b2c\u4e00\u4e2a\u6837\u672c\u603b\u4f53\u7684\u6807\u51c6\u5dee<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>sigma.y<\/strong> \uff1a\u7b2c\u4e8c\u4e2a\u6837\u672c\u603b\u4f53\u7684\u6807\u51c6\u5dee<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>conf.level<\/strong> \uff1a\u4f7f\u7528\u7684\u7f6e\u4fe1\u5ea6<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u4f7f\u7528\u6b64\u529f\u80fd\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1aR \u4e2d\u7684\u6d4b\u8bd5\u6837\u672c Z<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u67d0\u4e2a\u4eba\u7fa4\u7684\u667a\u5546\u5448\u6b63\u6001\u5206\u5e03\uff0c\u5e73\u5747\u503c\u4e3a \u03bc = 100\uff0c\u6807\u51c6\u5dee\u4e3a \u03c3 = 15\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u4f4d\u79d1\u5b66\u5bb6\u60f3\u77e5\u9053\u4e00\u79cd\u65b0\u836f\u662f\u5426\u4f1a\u5f71\u54cd\u667a\u5546\u6c34\u5e73\u3002\u56e0\u6b64\uff0c\u5979\u62db\u52df\u4e86 20 \u540d\u60a3\u8005\u4f7f\u7528\u8be5\u8f6f\u4ef6\u4e00\u4e2a\u6708\uff0c\u5e76\u5728\u6708\u5e95\u8bb0\u5f55\u4ed6\u4eec\u7684\u667a\u5546\u6c34\u5e73\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u6837\u672c z \u68c0\u9a8c\uff0c\u4ee5\u786e\u5b9a\u65b0\u836f\u662f\u5426\u4f1a\u5bfc\u81f4 IQ \u6c34\u5e73\u663e\u7740\u5dee\u5f02\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (BSDA)<\/span>\n\n#enter IQ levels for 20 patients\n<\/span>data = c(88, 92, 94, 94, 96, 97, 97, 97, 99, 99,\n         105, 109, 109, 109, 110, 112, 112, 113, 114, 115)\n\n<span style=\"color: #008080;\">#perform one sample z-test\n<\/span>z.test(data, mu= <span style=\"color: #008000;\">100 <span style=\"color: #000000;\">, sigma.x=<\/span> 15<\/span> )\n\n\tOne-sample z-Test\n\ndata:data\nz = 0.90933, p-value = 0.3632\nalternative hypothesis: true mean is not equal to 100\n95 percent confidence interval:\n  96.47608 109.62392\nsample estimates:\nmean of x \n   103.05 \n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u5355\u6837\u672c z \u68c0\u9a8c\u7684\u68c0\u9a8c\u7edf\u8ba1\u91cf\u4e3a<strong>0.90933<\/strong> \uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.3632<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7531\u4e8e\u8be5 p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u6765\u62d2\u7edd\u539f\u5047\u8bbe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56e0\u6b64\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff0c\u65b0\u836f\u4e0d\u4f1a\u663e\u7740\u5f71\u54cd\u667a\u5546\u6c34\u5e73\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1aR \u4e2d\u7684\u4e24\u4e2a\u6837\u672c Z \u68c0\u9a8c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6765\u81ea\u4e24\u4e2a\u4e0d\u540c\u57ce\u5e02\u7684\u4e2a\u4f53\u7684\u667a\u5546\u6c34\u5e73\u5448\u6b63\u6001\u5206\u5e03\uff0c\u6bcf\u4e2a\u4eba\u7684\u603b\u4f53\u6807\u51c6\u5dee\u5747\u4e3a 15\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u4f4d\u79d1\u5b66\u5bb6\u60f3\u77e5\u9053 A \u57ce\u5e02\u548c B \u57ce\u5e02\u4e2a\u4f53\u7684\u5e73\u5747\u667a\u5546\u6c34\u5e73\u662f\u5426\u4e0d\u540c\u3002\u56e0\u6b64\uff0c\u5979\u4ece\u6bcf\u4e2a\u57ce\u5e02<a href=\"https:\/\/statorials.org\/cn\/\u62bd\u6837\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">\u968f\u673a\u62bd\u53d6 20 \u4e2a\u4eba\u4f5c\u4e3a\u6837\u672c<\/a>\uff0c\u5e76\u8bb0\u5f55\u4ed6\u4eec\u7684\u667a\u5546\u6c34\u5e73\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u4e24\u4e2a\u6837\u672c z \u68c0\u9a8c\uff0c\u4ee5\u786e\u5b9a\u4e24\u4e2a\u57ce\u5e02\u4e4b\u95f4\u7684\u5e73\u5747 IQ \u6c34\u5e73\u662f\u5426\u4e0d\u540c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library <span style=\"color: #000000;\">(BSDA)<\/span>\n<\/span>\n<span style=\"color: #008080;\">#enter IQ levels for 20 individuals from each city\n<\/span><span style=\"color: #000000;\">cityA = c(82, 84, 85, 89, 91, 91, 92, 94, 99, 99,\n         105, 109, 109, 109, 110, 112, 112, 113, 114, 114)\n\ncityB = c(90, 91, 91, 91, 95, 95, 99, 99, 108, 109,\n         109, 114, 115, 116, 117, 117, 128, 129, 130, 133)\n\n<\/span><span style=\"color: #008080;\">#perform two sample z-test\n<\/span><span style=\"color: #000000;\">z.test(x=cityA, y=cityB, mu=<\/span> <span style=\"color: #008000;\">0<\/span> <span style=\"color: #000000;\">, sigma.x= <span style=\"color: #008000;\">15<\/span> , sigma.y= <span style=\"color: #008000;\">15<\/span> )\n\n\tTwo-sample z-Test\n\ndata: cityA and cityB\nz = -1.7182, p-value = 0.08577\nalternative hypothesis: true difference in means is not equal to 0\n95 percent confidence interval:\n -17.446925 1.146925\nsample estimates:\nmean of x mean of y \n   100.65 108.80\n<\/span><\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u53cc\u6837\u672c z \u68c0\u9a8c\u7684\u68c0\u9a8c\u7edf\u8ba1\u91cf\u4e3a<strong>-1.7182<\/strong> \uff0c\u76f8\u5e94\u7684 p \u503c\u4e3a<strong>0.08577\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u7531\u4e8e\u8be5 p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u56e0\u6b64\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684\u8bc1\u636e\u6765\u62d2\u7edd\u539f\u5047\u8bbe\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u56e0\u6b64\uff0c\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff0c\u4e24\u4e2a\u57ce\u5e02\u7684\u5e73\u5747\u667a\u5546\u6c34\u5e73\u6ca1\u6709\u663e\u7740\u5dee\u5f02\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u5176\u4ed6\u5e38\u89c1\u7edf\u8ba1\u6d4b\u8bd5\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u6bd4\u4f8b-z-\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u8fdb\u884c\u5355\u6bd4\u4f8b Z \u68c0\u9a8c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u914d\u5bf9\u6837\u672c-t-\u68c0\u9a8c-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u914d\u5bf9\u6837\u672c t \u68c0\u9a8c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u97e6\u5c14\u5947-t-\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c Welch t \u68c0\u9a8c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60a8\u53ef\u4ee5\u4f7f\u7528BSDA\u5305\u4e2d\u7684z.test()\u51fd\u6570\u5728 R \u4e2d\u6267\u884c\u4e00\u4e2a\u793a\u4f8b\u548c\u4e24\u4e2a\u793a\u4f8b z \u6d4b\u8bd5\u3002 \u8be5\u51fd\u6570\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed [&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-2232","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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