{"id":2248,"date":"2023-07-23T02:23:10","date_gmt":"2023-07-23T02:23:10","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e6%ad%a3%e6%80%81%e6%80%a7%e6%a3%80%e9%aa%8c\/"},"modified":"2023-07-23T02:23:10","modified_gmt":"2023-07-23T02:23:10","slug":"r-%e4%b8%ad%e7%9a%84%e6%ad%a3%e6%80%81%e6%80%a7%e6%a3%80%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e6%ad%a3%e6%80%81%e6%80%a7%e6%a3%80%e9%aa%8c\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u6d4b\u8bd5\u6b63\u6001\u6027\uff084 \u79cd\u65b9\u6cd5\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u8bb8\u591a\u7edf\u8ba1\u6d4b\u8bd5<a href=\"https:\/\/statorials.org\/cn\/\u6b63\u6001\u5047\u8bbe\/\" target=\"_blank\" rel=\"noopener\">\u5047\u8bbe<\/a>\u6570\u636e\u96c6\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5728 R \u4e2d\u68c0\u67e5\u6b64\u5047\u8bbe\u6709\u56db\u79cd\u5e38\u89c1\u65b9\u6cd5\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.\uff08\u53ef\u89c6\u5316\u65b9\u6cd5\uff09\u521b\u5efa\u76f4\u65b9\u56fe\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5982\u679c\u76f4\u65b9\u56fe\u8fd1\u4f3c\u4e3a\u201c\u949f\u5f62\u201d\u5f62\u72b6\uff0c\u5219\u5047\u5b9a\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>2.\uff08\u53ef\u89c6\u5316\u65b9\u6cd5\uff09\u521b\u5efaQQ\u56fe\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5982\u679c\u56fe\u4e0a\u7684\u70b9\u5927\u81f4\u6cbf\u76f4\u7ebf\u5bf9\u89d2\u7ebf\u5206\u5e03\uff0c\u5219\u5047\u5b9a\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>3.\uff08\u6b63\u5f0f\u7edf\u8ba1\u68c0\u9a8c\uff09\u6267\u884c Shapiro-Wilk \u68c0\u9a8c\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5982\u679c\u68c0\u9a8c\u7684 p \u503c\u5927\u4e8e \u03b1 = 0.05\uff0c\u5219\u5047\u5b9a\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>4.\uff08\u6b63\u5f0f\u7edf\u8ba1\u68c0\u9a8c\uff09\u6267\u884c Kolmogorov-Smirnov \u68c0\u9a8c\u3002<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5982\u679c\u68c0\u9a8c\u7684 p \u503c\u5927\u4e8e \u03b1 = 0.05\uff0c\u5219\u5047\u5b9a\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/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\u6bcf\u79cd\u65b9\u6cd5\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u65b9\u6cd5 1\uff1a\u521b\u5efa\u76f4\u65b9\u56fe<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u4e3a\u6b63\u6001\u5206\u5e03\u548c\u975e\u6b63\u6001\u5206\u5e03\u6570\u636e\u96c6\u521b\u5efa\u76f4\u65b9\u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#make this example reproducible\n<span style=\"color: #000000;\">set. <span style=\"color: #3366ff;\">seeds<\/span> (0)<\/span>\n\n#create data that follows a normal distribution\n<\/span>normal_data &lt;- rnorm(200)\n\n<span style=\"color: #008080;\">#create data that follows an exponential distribution\n<\/span>non_normal_data &lt;- rexp(200, rate=3)\n\n<span style=\"color: #008080;\">#define plotting region\n<\/span>by(mfrow=c(1,2)) \n\n<span style=\"color: #008080;\">#create histogram for both datasets\n<\/span>hist(normal_data, col=' <span style=\"color: #ff0000;\">steelblue<\/span> ', main=' <span style=\"color: #ff0000;\">Normal<\/span> ')\nhist(non_normal_data, col=' <span style=\"color: #ff0000;\">steelblue<\/span> ', main=' <span style=\"color: #ff0000;\">Non-normal<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20539 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normer1.png\" alt=\"\" width=\"642\" height=\"359\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5de6\u4fa7\u7684\u76f4\u65b9\u56fe\u663e\u793a\u4e86\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e\u96c6\uff08\u5927\u81f4\u201c\u949f\u5f62\u201d\u5f62\u72b6\uff09\uff0c\u53f3\u4fa7\u7684\u76f4\u65b9\u56fe\u663e\u793a\u4e86\u975e\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e\u96c6\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u65b9\u6cd52\uff1a\u521b\u5efaQQ\u56fe<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u4e3a\u6b63\u6001\u5206\u5e03\u548c\u975e\u6b63\u6001\u5206\u5e03\u6570\u636e\u96c6\u521b\u5efa QQ \u56fe\uff1a<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#make this example reproducible\n<span style=\"color: #000000;\">set. <span style=\"color: #3366ff;\">seeds<\/span> (0)<\/span>\n\n#create data that follows a normal distribution\n<\/span>normal_data &lt;- rnorm(200)\n\n<span style=\"color: #008080;\">#create data that follows an exponential distribution\n<\/span>non_normal_data &lt;- rexp(200, rate=3)\n\n<span style=\"color: #008080;\">#define plotting region\n<\/span>by(mfrow=c(1,2)) \n\n<span style=\"color: #008080;\">#create QQ plot for both datasets\n<\/span>qqnorm(normal_data, main=' <span style=\"color: #ff0000;\">Normal<\/span> ')\nqqline(normal_data)\n\nqqnorm(non_normal_data, main=' <span style=\"color: #ff0000;\">Non-normal<\/span> ')\nqqline(non_normal_data)\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20540 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normer2.png\" alt=\"\" width=\"649\" height=\"355\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5de6\u4fa7\u7684 QQ \u56fe\u5448\u73b0\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e\u96c6\uff08\u70b9\u6cbf\u76f4\u7ebf\u5bf9\u89d2\u7ebf\u5206\u5e03\uff09\uff0c\u53f3\u4fa7\u7684 QQ \u56fe\u5448\u73b0\u975e\u6b63\u6001\u5206\u5e03\u7684\u6570\u636e\u96c6\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u65b9\u6cd5 3\uff1a\u6267\u884c Shapiro-Wilk \u68c0\u9a8c<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u5982\u4f55\u5728 R \u4e2d\u5bf9\u6b63\u6001\u5206\u5e03\u548c\u975e\u6b63\u6001\u5206\u5e03\u6570\u636e\u96c6\u6267\u884c Shapiro-Wilk \u68c0\u9a8c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create data that follows a normal distribution\n<\/span>normal_data &lt;- rnorm(200)\n\n<span style=\"color: #008080;\">#perform shapiro-wilk test<\/span>\nshapiro. <span style=\"color: #3366ff;\">test<\/span> (normal_data)\n\n\tShapiro-Wilk normality test\n\ndata: normal_data\nW = 0.99248, p-value = 0.3952\n\n<span style=\"color: #008080;\">#create data that follows an exponential distribution\n<\/span>non_normal_data &lt;- rexp(200, rate=3)\n\n<span style=\"color: #008080;\">#perform shapiro-wilk test<\/span>\nshapiro. <span style=\"color: #3366ff;\">test<\/span> (non_normal_data)\n\n\tShapiro-Wilk normality test\n\ndata: non_normal_data\nW = 0.84153, p-value = 1.698e-13<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7b2c\u4e00\u6b21\u68c0\u9a8c\u7684 p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u8fd9\u8868\u660e\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b2c\u4e8c\u6b21\u68c0\u9a8c\u7684 p \u503c<em>\u5c0f\u4e8e<\/em>0.05\uff0c\u8868\u660e\u6570\u636e\u4e0d\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<h3><strong><span style=\"color: #000000;\">\u65b9\u6cd5 4\uff1a\u6267\u884c Kolmogorov-Smirnov \u68c0\u9a8c<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u5728 R \u4e2d\u5bf9\u6b63\u6001\u5206\u5e03\u548c\u975e\u6b63\u6001\u5206\u5e03\u6570\u636e\u96c6\u6267\u884c Kolmogorov-Smirnov \u68c0\u9a8c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#make this example reproducible\n<\/span>set. <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create data that follows a normal distribution\n<\/span>normal_data &lt;- rnorm(200)\n\n<span style=\"color: #008080;\">#perform kolmogorov-smirnov test\n<\/span>ks. <span style=\"color: #3366ff;\">test<\/span> (normal_data, ' <span style=\"color: #ff0000;\">pnorm<\/span> ')\n\n\tOne-sample Kolmogorov\u2013Smirnov test\n\ndata: normal_data\nD = 0.073535, p-value = 0.2296\nalternative hypothesis: two-sided\n\n<span style=\"color: #008080;\">#create data that follows an exponential distribution\n<\/span>non_normal_data &lt;- rexp(200, rate=3)\n\n<span style=\"color: #008080;\">#perform kolmogorov-smirnov test<\/span>\nks. <span style=\"color: #3366ff;\">test<\/span> (non_normal_data, ' <span style=\"color: #ff0000;\">pnorm<\/span> ') \n\tOne-sample Kolmogorov\u2013Smirnov test\n\ndata: non_normal_data\nD = 0.50115, p-value &lt; 2.2e-16\nalternative hypothesis: two-sided<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7b2c\u4e00\u6b21\u68c0\u9a8c\u7684 p \u503c\u4e0d\u5c0f\u4e8e 0.05\uff0c\u8fd9\u8868\u660e\u6570\u636e\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b2c\u4e8c\u6b21\u68c0\u9a8c\u7684 p \u503c<em>\u5c0f\u4e8e<\/em>0.05\uff0c\u8868\u660e\u6570\u636e\u4e0d\u5448\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<h3><strong>\u5982\u4f55\u5904\u7406\u975e\u6b63\u6001\u6570\u636e<\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u5982\u679c\u7ed9\u5b9a\u7684\u6570\u636e\u96c6<em>\u4e0d\u662f<\/em>\u6b63\u6001\u5206\u5e03\u7684\uff0c\u6211\u4eec\u901a\u5e38\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u8f6c\u6362\u4e4b\u4e00\u4ee5\u4f7f\u5176\u66f4\u52a0\u6b63\u6001\u5206\u5e03\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u5bf9\u6570\u53d8\u6362\uff1a<\/strong>\u5c06x\u503c\u53d8\u6362\u4e3a<strong>log(x)<\/strong> \u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u5e73\u65b9\u6839\u53d8\u6362\uff1a<\/strong>\u5c06x\u7684\u503c\u53d8\u6362\u4e3a<strong><span style=\"border-top: 1px solid black;\">\u221ax<\/span><\/strong> \u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3.\u7acb\u65b9\u6839\u53d8\u6362\uff1a<\/strong>\u5c06x\u7684\u503c\u53d8\u6362\u4e3a<strong>x <sup>1\/3<\/sup><\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u901a\u8fc7\u6267\u884c\u8fd9\u4e9b\u8f6c\u6362\uff0c\u6570\u636e\u96c6\u901a\u5e38\u53d8\u5f97\u66f4\u52a0\u6b63\u6001\u5206\u5e03\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9605\u8bfb <a href=\"https:\/\/statorials.org\/cn\/\u5c06\u6570\u636e\u8f6c\u6362\u4e3ar\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u672c\u6559\u7a0b<\/a>\u4ee5\u4e86\u89e3\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u8fd9\u4e9b\u8f6c\u6362\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/cn\/\u76f8\u5bf9\u9891\u7387\u76f4\u65b9\u56fe-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u76f4\u65b9\u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u6709\u4eba\u611f\u5174\u8da3-r\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u548c\u89e3\u91ca QQ \u56fe<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u590f\u76ae\u7f57\u5a01\u5c14\u514b\u68c0\u9a8c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c Shapiro-Wilk \u68c0\u9a8c<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u67ef\u5c14\u83ab\u54e5\u6d1b\u592b\u00b7\u65af\u7c73\u5c14\u8bfa\u592b\u8bd5\u9a8c\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u6267\u884c Kolmogorov-Smirnov \u68c0\u9a8c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bb8\u591a\u7edf\u8ba1\u6d4b\u8bd5\u5047\u8bbe\u6570\u636e\u96c6\u5448\u6b63\u6001\u5206\u5e03\u3002 \u5728 R \u4e2d\u68c0\u67e5\u6b64\u5047\u8bbe\u6709\u56db\u79cd\u5e38\u89c1\u65b9\u6cd5\uff1a 1.\uff08\u53ef\u89c6\u5316\u65b9\u6cd5\uff09\u521b\u5efa\u76f4\u65b9\u56fe\u3002 \u5982\u679c [&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-2248","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 R \u4e2d\u6d4b\u8bd5\u6b63\u6001\u6027\uff084 \u79cd\u65b9\u6cd5\uff09- Statory<\/title>\n<meta name=\"description\" content=\"\u672c\u6559\u7a0b\u4ecb\u7ecd\u4e86\u56db\u79cd\u53ef\u7528\u4e8e\u6d4b\u8bd5 R \u4e2d\u6b63\u6001\u6027\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u6bcf\u79cd\u65b9\u6cd5\u7684\u793a\u4f8b\u3002\" \/>\n<meta name=\"robots\" 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