{"id":1862,"date":"2023-07-24T16:59:57","date_gmt":"2023-07-24T16:59:57","guid":{"rendered":"https:\/\/statorials.org\/cn\/%e7%ba%b3%e5%a7%86\/"},"modified":"2023-07-24T16:59:57","modified_gmt":"2023-07-24T16:59:57","slug":"%e7%ba%b3%e5%a7%86","status":"publish","type":"post","link":"https:\/\/statorials.org\/cn\/%e7%ba%b3%e5%a7%86\/","title":{"rendered":"\u5982\u4f55\u5728 r \u4e2d\u4f7f\u7528 na.rm\uff08\u9644\u793a\u4f8b\uff09"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5728 R \u4e2d\u8ba1\u7b97\u63cf\u8ff0\u6027\u7edf\u8ba1\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528<strong>na.rm=TRUE<\/strong>\u53c2\u6570\u6392\u9664\u7f3a\u5931\u503c\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate mean and exclude missing values<\/span>\nmean(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#calculate sum and exclude missing values<\/span> \nsum(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#calculate maximum and exclude missing values<\/span> \nmax(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#calculate standard deviation and exclude missing values<\/span> \nsd(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u5728\u5b9e\u8df5\u4e2d\u9488\u5bf9\u5411\u91cf\u548c\u6570\u636e\u6846\u4f7f\u7528\u6b64\u53c2\u6570\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 1\uff1a\u5c06 na.rm \u4e0e\u5411\u91cf\u7ed3\u5408\u4f7f\u7528<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5c1d\u8bd5\u8ba1\u7b97 R \u4e2d\u5305\u542b\u7f3a\u5931\u503c\u7684\u4ee5\u4e0b\u5411\u91cf\u7684\u5e73\u5747\u503c\u3001\u603b\u548c\u3001\u6700\u5927\u503c\u548c\u6807\u51c6\u5dee\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector with some missing values<\/span>\nx &lt;- c(3, 4, 5, 5, 7, NA, 12, NA, 16)\n\nmean(x)\n\n[1] NA\n\nsum(x)\n\n[1] NA\n\nmax(x)\n\n[1] NA\n\nsd(x)\n\n[1] NA\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8fd9\u4e9b\u51fd\u6570\u4e2d\u7684\u6bcf\u4e00\u4e2a\u90fd\u8fd4\u56de\u503c<strong>NA<\/strong> \u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u8981\u5728\u6267\u884c\u8fd9\u4e9b\u8ba1\u7b97\u65f6\u6392\u9664\u7f3a\u5931\u503c\uff0c\u6211\u4eec\u53ef\u4ee5\u7b80\u5355\u5730\u5305\u542b\u53c2\u6570<strong>na.rm = TRUE<\/strong> \uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector with some missing values<\/span>\nx &lt;- c(3, 4, 5, 5, 7, NA, 12, NA, 16)\n\nmean(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n[1] 7.428571\n\nsum(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n[1] 52\n\nmax(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n[1] 16\n\nsd(x, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n[1] 4.790864\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u80fd\u591f\u6210\u529f\u6267\u884c\u6bcf\u4e2a\u8ba1\u7b97\uff0c\u540c\u65f6\u6392\u9664\u7f3a\u5931\u503c\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u793a\u4f8b 2\uff1a\u5c06 na.rm \u4e0e\u6570\u636e\u5e27\u4e00\u8d77\u4f7f\u7528<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5047\u8bbe\u6211\u4eec\u5728 R \u4e2d\u6709\u4ee5\u4e0b\u5305\u542b\u7f3a\u5931\u503c\u7684\u6570\u636e\u6846\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(1, 3, 3, 4, 5),\n                 var2=c(7, 7, NA, 3, 2),\n                 var3=c(3, 3, NA, 6, 8),\n                 var4=c(1, 1, 2, 8, NA))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  var1 var2 var3 var4\n1 1 7 3 1\n2 3 7 3 1\n3 3 NA NA 2\n4 4 3 6 8\n5 5 2 8 NA\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<strong>apply()<\/strong>\u51fd\u6570\u8ba1\u7b97\u6570\u636e\u6846\u4e2d\u6bcf\u4e00\u5217\u7684\u63cf\u8ff0\u6027\u7edf\u8ba1\u6570\u636e\uff0c\u5e76\u5728\u6267\u884c\u8fd9\u4e9b\u8ba1\u7b97\u65f6\u4f7f\u7528\u53c2\u6570<strong>na.rm = TRUE<\/strong>\u6392\u9664\u7f3a\u5931\u503c\uff1a<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate mean of each column\n<span style=\"color: #000000;\">apply(df, 2, mean, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\nvar1 var2 var3 var4 \n3.20 4.75 5.00 3.00 \n\n<span style=\"color: #008080;\">#calculate sum of each column<\/span>\napply(df, 2, sum, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\nvar1 var2 var3 var4 \n  16 19 20 12 \n\n<span style=\"color: #008080;\">#calculate max of each column<\/span>\napply(df, 2, max, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\nvar1 var2 var3 var4 \n   5 7 8 8 \n\n<span style=\"color: #008080;\">#calculate standard deviation of each column<\/span>\napply(df, 2, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n    var1 var2 var3 var4 \n1.483240 2.629956 2.449490 3.366502<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6211\u4eec\u518d\u6b21\u80fd\u591f\u6210\u529f\u5b8c\u6210\u6bcf\u9879\u8ba1\u7b97\uff0c\u540c\u65f6\u6392\u9664\u7f3a\u5931\u503c\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5176\u4ed6\u8d44\u6e90<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u4ee5\u4e0b\u6559\u7a0b\u89e3\u91ca\u4e86\u5982\u4f55\u5728 R \u4e2d\u6267\u884c\u7f3a\u5931\u503c\u7684\u5176\u4ed6\u5e38\u89c1\u4efb\u52a1\uff1a<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/cn\/r-\u4e2d\u4e3a\u96f6\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528 is.null<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/na-\u5728-r-\u4e2d\u7701\u7565\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528 na.omit<\/a><br \/><a href=\"https:\/\/statorials.org\/cn\/\u662f\u5417\/\" target=\"_blank\" rel=\"noopener\">\u5982\u4f55\u5728 R \u4e2d\u4f7f\u7528 is.na<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728 R \u4e2d\u8ba1\u7b97\u63cf\u8ff0\u6027\u7edf\u8ba1\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528na.rm=TRUE\u53c2\u6570\u6392\u9664\u7f3a\u5931\u503c\u3002 #calculate mean an [&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-1862","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\u4f7f\u7528 na.rm\uff08\u9644\u793a\u4f8b\uff09 \u2013 Statorials<\/title>\n<meta name=\"description\" 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