{"id":1554,"date":"2023-07-25T22:08:55","date_gmt":"2023-07-25T22:08:55","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%8d%81%e5%88%86%e4%bd%8d%e6%95%b0\/"},"modified":"2023-07-25T22:08:55","modified_gmt":"2023-07-25T22:08:55","slug":"r-%e4%b8%ad%e7%9a%84%e5%8d%81%e5%88%86%e4%bd%8d%e6%95%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e4%b8%ad%e7%9a%84%e5%8d%81%e5%88%86%e4%bd%8d%e6%95%b0\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u8ba1\u7b97\u5341\u5206\u4f4d\u6570\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c<strong>\u5341\u5206\u4f4d\u6570<\/strong>\u662f\u5c06\u6570\u636e\u96c6\u5206\u4e3a\u9891\u7387\u76f8\u7b49\u7684\u5341\u7ec4\u7684\u6570\u5b57\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b2c\u4e00\u4e2a\u5341\u5206\u4f4d\u6570\u662f\u6240\u6709\u6570\u636e\u503c\u7684 10% \u4f4e\u4e8e\u7684\u70b9\u3002\u7b2c\u4e8c\u4e2a\u5341\u5206\u4f4d\u6570\u662f\u6240\u6709\u6570\u636e\u503c\u7684 20% \u4f4e\u4e8e\u7684\u70b9\uff0c\u4f9d\u6b64\u7c7b\u63a8\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u6765\u8ba1\u7b97 R \u4e2d\u6570\u636e\u96c6\u7684\u5341\u5206\u4f4d\u6570\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>quantile(data, probs = <span style=\"color: #3366ff;\">seq<\/span> (.1, .9, by = <span style=\"color: #008000;\">.1<\/span> ))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4e0b\u9762\u7684\u4f8b\u5b50\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u9645\u4e2d\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u8ba1\u7b97 R \u4e2d\u7684\u5341\u5206\u4f4d\u6570<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u521b\u5efa\u4e00\u4e2a\u5305\u542b 20 \u4e2a\u503c\u7684\u5047\u6570\u636e\u96c6\uff0c\u7136\u540e\u8ba1\u7b97\u8be5\u6570\u636e\u96c6\u7684\u5341\u5206\u4f4d\u6570\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset\n<\/span>data &lt;- c(56, 58, 64, 67, 68, 73, 78, 83, 84, 88,\n          89, 90, 91, 92, 93, 93, 94, 95, 97, 99)\n\n<span style=\"color: #008080;\">#calculate deciles of dataset\n<\/span>quantile(data, probs = <span style=\"color: #3366ff;\">seq<\/span> (.1, .9, by = <span style=\"color: #008000;\">.1<\/span> ))\n\n 10% 20% 30% 40% 50% 60% 70% 80% 90% \n63.4 67.8 76.5 83.6 88.5 90.4 92.3 93.2 95.2 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5341\u5206\u4f4d\u7684\u89e3\u91ca\u65b9\u6cd5\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 10% \u5c0f\u4e8e<strong>63.4<\/strong><\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 20% \u5c0f\u4e8e<strong>67.8<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u670930%\u5c0f\u4e8e<strong>76.5<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 40% \u5c0f\u4e8e<strong>83.6<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 50% \u5c0f\u4e8e<strong>88.5<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 60% \u5c0f\u4e8e<strong>90.4<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u6709 70% \u5c0f\u4e8e<strong>92.3<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u7684 80% \u5c0f\u4e8e<strong>93.2<\/strong> \u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6240\u6709\u6570\u636e\u503c\u4e2d\u7684 90% \u90fd\u5c0f\u4e8e<strong>95.2<\/strong> \u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u5e94\u8be5\u6ce8\u610f\u7684\u662f\uff0c\u7b2c 50 \u4e2a\u767e\u5206\u4f4d\u6570\u7684\u503c\u7b49\u4e8e\u6570\u636e\u96c6\u7684\u4e2d\u503c\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u5728 R \u4e2d\u5c06\u503c\u653e\u5165\u5341\u5206\u4f4d\u6570<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u8981\u5c06\u6bcf\u4e2a\u6570\u636e\u503c\u653e\u5165\u5341\u5206\u4f4d\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528 R \u4e2d<a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a>\u5305\u4e2d\u7684<strong>ntile(x, ngroups)<\/strong>\u51fd\u6570\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u662f\u5982\u4f55\u5c06\u6b64\u51fd\u6570\u7528\u4e8e\u6211\u4eec\u5728\u4e0a\u4e00\u4e2a\u793a\u4f8b\u4e2d\u521b\u5efa\u7684\u6570\u636e\u96c6\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (dplyr)<\/span>\n\n#create dataset\n<\/span>data &lt;- data.frame(values=c(56, 58, 64, 67, 68, 73, 78, 83, 84, 88,\n                            89, 90, 91, 92, 93, 93, 94, 95, 97, 99))\n\n<span style=\"color: #008080;\">#place each value into a decile\n<span style=\"color: #000000;\">data$decile &lt;- ntile(data, 10)\n\n<span style=\"color: #008080;\">#viewdata<\/span>\ndata\n\n   values decile\n1 56 1\n2 58 1\n3 64 2\n4 67 2\n5 68 3\n6 73 3\n7 78 4\n8 83 4\n9 84 5\n10 88 5\n11 89 6\n12 90 6\n13 91 7\n14 92 7\n15 93 8\n16 93 8\n17 94 9\n18 95 9\n19 97 10\n20 99 10\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7ed3\u679c\u89e3\u91ca\u65b9\u5f0f\u5982\u4e0b\uff1a<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u6570\u636e\u503c 56 \u4f4d\u4e8e 0% \u548c 10% \u767e\u5206\u4f4d\u6570\u4e4b\u95f4\uff0c\u56e0\u6b64\u5b83\u4f4d\u4e8e\u7b2c\u4e00\u4e2a\u5341\u5206\u4f4d\u6570\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6570\u636e\u503c 58 \u4f4d\u4e8e 0% \u548c 10% \u767e\u5206\u4f4d\u6570\u4e4b\u95f4\uff0c\u56e0\u6b64\u5b83\u4f4d\u4e8e\u7b2c\u4e00\u4e2a\u5341\u5206\u4f4d\u6570\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6570\u636e\u503c 64 \u4f4d\u4e8e 10% \u548c 20% \u767e\u5206\u4f4d\u6570\u4e4b\u95f4\uff0c\u56e0\u6b64\u5b83\u4f4d\u4e8e\u7b2c\u4e8c\u4e2a\u5341\u5206\u4f4d\u6570\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6570\u636e\u503c 67 \u4f4d\u4e8e 10% \u548c 20% \u767e\u5206\u4f4d\u6570\u4e4b\u95f4\uff0c\u56e0\u6b64\u5b83\u4f4d\u4e8e\u7b2c\u4e8c\u4e2a\u5341\u5206\u4f4d\u6570\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6570\u636e\u503c 68 \u4f4d\u4e8e 20% \u548c 30% \u767e\u5206\u4f4d\u6570\u4e4b\u95f4\uff0c\u56e0\u6b64\u5b83\u4f4d\u4e8e\u7b2c\u4e09\u4e2a\u5341\u5206\u4f4d\u6570\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u7b49\u7b49\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\/r-\u4e2d\u7684\u767e\u5206\u4f4d\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u8ba1\u7b97\u767e\u5206\u4f4d\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u7684\u56db\u5206\u4f4d\u6570\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u8ba1\u7b97\u56db\u5206\u4f4d\u6570<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r\u4e2d\u7684\u9891\u7387\u8868\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u521b\u5efa\u9891\u7387\u8868<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7edf\u8ba1\u5b66\u4e2d\uff0c\u5341\u5206\u4f4d\u6570\u662f\u5c06\u6570\u636e\u96c6\u5206\u4e3a\u9891\u7387\u76f8\u7b49\u7684\u5341\u7ec4\u7684\u6570\u5b57\u3002 \u7b2c\u4e00\u4e2a\u5341\u5206\u4f4d\u6570\u662f\u6240\u6709\u6570\u636e\u503c\u7684 10% \u4f4e\u4e8e\u7684\u70b9\u3002\u7b2c\u4e8c [&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-1554","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\u8ba1\u7b97\u5341\u5206\u4f4d\u6570\uff08\u9644\u793a\u4f8b\uff09<\/title>\n<meta name=\"description\" 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