{"id":3492,"date":"2023-07-17T05:18:07","date_gmt":"2023-07-17T05:18:07","guid":{"rendered":"https:\/\/statorials.org\/cn\/r-%e6%8c%89%e7%bb%84%e5%88%92%e5%88%86%e7%9a%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e7%ba%bf\/"},"modified":"2023-07-17T05:18:07","modified_gmt":"2023-07-17T05:18:07","slug":"r-%e6%8c%89%e7%bb%84%e5%88%92%e5%88%86%e7%9a%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e7%ba%bf","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/r-%e6%8c%89%e7%bb%84%e5%88%92%e5%88%86%e7%9a%84%e7%a7%bb%e5%8a%a8%e5%b9%b3%e5%9d%87%e7%ba%bf\/","title":{"rendered":"\u5982\u4f55\u5728r\u4e2d\u6309\u7ec4\u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u4e2d\uff0c<strong>\u79fb\u52a8\u5e73\u5747\u7ebf<\/strong>\u8868\u793a\u4e4b\u524d\u591a\u4e2a\u65f6\u671f\u7684\u5e73\u5747\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u6765\u8ba1\u7b97 R \u4e2d\u7684\u7ec4\u79fb\u52a8\u5e73\u5747\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (zoo)<\/span>\n\n#calculate moving average by group<\/span>\ndf %&gt;%\n  group_by(variable1)\n  mutate(moving_avg = rollmean(variable2, k= <span style=\"color: #008000;\">3<\/span> , fill=NA, align=' <span style=\"color: #ff0000;\">right<\/span> '))<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b64\u7279\u5b9a\u793a\u4f8b\u8ba1\u7b97\u7531<strong>\u53d8\u91cf 1<\/strong>\u5206\u7ec4\u7684<strong>\u53d8\u91cf 2<\/strong>\u7684 3 \u5468\u671f\u79fb\u52a8\u5e73\u5747\u503c\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b64\u4ee3\u7801\u4f7f\u7528<strong>dplyr<\/strong>\u5305\u4e2d\u7684<strong>group_by()<\/strong>\u51fd\u6570\u548c<strong>Zoo<\/strong>\u5305\u4e2d\u7684<strong>rollmean()<\/strong>\u51fd\u6570\u3002<\/span><\/p>\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<h2><span style=\"color: #000000;\"><strong>\u793a\u4f8b\uff1a\u5728 R \u4e2d\u6309\u7ec4\u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u6570\u636e\u6846\uff0c\u663e\u793a\u4e86\u4e24\u4e2a\u4e0d\u540c\u5546\u5e97\u8fde\u7eed\u51e0\u5929\u7684\u4ea7\u54c1\u9500\u91cf\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (store=rep(c(' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> '), each= <span style=\"color: #008000;\">7<\/span> ),\n                 sales=c(4, 4, 3, 5, 6, 5, 7, 4, 8, 7, 2, 5, 4, 6))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   blind sales\n1 to 4\n2 to 4\n3 to 3\n4 to 5\n5 to 6\n6 to 5\n7 to 7\n8 B 4\n9 B 8\n10 B 7\n11 B 2\n12 B 5\n13 B 4\n14 B 6\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u8bed\u6cd5\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a<strong>moving_avg3<\/strong>\u7684\u65b0\u5217\uff0c\u7528\u4e8e\u663e\u793a\u6bcf\u4e2a\u5546\u5e97\u7684 3 \u5929\u79fb\u52a8\u5e73\u5747\u9500\u552e\u989d\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008000;\">library<\/span> (zoo)\n\n<span style=\"color: #008080;\">#calculate 3-day moving average of sales, grouped by store<\/span>\ndf %&gt;%\n  group_by(store) %&gt;%\n  mutate(moving_avg3 = rollmean(sales, k= <span style=\"color: #008000;\">3<\/span> , fill=NA, align=' <span style=\"color: #ff0000;\">right<\/span> '))\n\n# A tibble: 14 x 3\n# Groups: store[2]\n   store sales moving_avg3\n           \n 1 A 4 NA   \n 2 A 4 NA   \n 3 to 3 3.67\n 4 to 5 4   \n 5 to 6 4.67\n 6 to 5 5.33\n 7 to 7 6   \n 8 B 4 NA   \n 9 B 8 NA   \n10 B 7 6.33\n11 B 2 5.67\n12 B 5 4.67\n13 B 4 3.67\n14 B 6 5\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u6ce8\u610f<\/strong>\uff1a <strong>rollmean()<\/strong>\u51fd\u6570\u4e2d\u7684<strong>k<\/strong>\u503c\u63a7\u5236\u7528\u4e8e\u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c\u7684\u5148\u524d\u5468\u671f\u6570\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>moving_avg3<\/strong>\u5217\u663e\u793a\u524d 3 \u4e2a\u5468\u671f\u7684\u79fb\u52a8\u5e73\u5747\u9500\u552e\u989d\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4f8b\u5982\uff0cA\u5e97\u524d3\u5929\u9500\u552e\u989d\u7684\u6eda\u52a8\u5e73\u5747\u503c\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">3\u65e5\u79fb\u52a8\u5e73\u5747\u7ebf=(4+4+3) <strong>\/3=3.67<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5546\u5e97 A \u672a\u6765 3 \u5929\u9500\u552e\u989d\u7684\u79fb\u52a8\u5e73\u5747\u503c\u8ba1\u7b97\u5982\u4e0b\uff1a<\/span><\/p>\n<p> <span style=\"color: #000000;\">3\u65e5\u79fb\u52a8\u5e73\u5747\u7ebf=(4+3+5)\/3= <strong>4<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u7b49\u7b49\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6bcf\u4e2a\u5546\u5e97\u7684\u524d\u4e24\u4e2a\u79fb\u52a8\u5e73\u5747\u503c\u90fd\u662f<strong>NA<\/strong> \uff0c\u56e0\u4e3a\u6ca1\u6709\u8db3\u591f\u7684\u5148\u524d\u65f6\u671f\u53ef\u7528\u4e8e\u79fb\u52a8\u5e73\u5747\u503c\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\u4efb\u52a1\uff1a<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/cn\/\u5728-r-\u4e2d\u7ed8\u5236\u591a\u5217\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 R \u4e2d\u7ed8\u5236\u591a\u5217<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u5404\u5217\u7684\u5e73\u5747\u503c\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5982\u4f55\u5728 R \u4e2d\u5bf9\u5217\u8fdb\u884c\u5e73\u5747<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/r-\u6bcf\u7ec4\u5e73\u5747\u503c\/\">\u5982\u4f55\u8ba1\u7b97R\u4e2d\u6bcf\u7ec4\u7684\u5e73\u5747\u503c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u4e2d\uff0c\u79fb\u52a8\u5e73\u5747\u7ebf\u8868\u793a\u4e4b\u524d\u591a\u4e2a\u65f6\u671f\u7684\u5e73\u5747\u503c\u3002 \u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u57fa\u672c\u8bed\u6cd5\u6765\u8ba1\u7b97 R \u4e2d\u7684\u7ec4\u79fb\u52a8\u5e73\u5747\u503c\uff1a  [&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-3492","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 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