{"id":1859,"date":"2023-07-24T16:59:57","date_gmt":"2023-07-24T16:59:57","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%81%84%e3%81%84%e3%81%a6%e3%82%99%e3%81%99%e3%81%8b\/"},"modified":"2023-07-24T16:59:57","modified_gmt":"2023-07-24T16:59:57","slug":"%e3%81%84%e3%81%84%e3%81%a6%e3%82%99%e3%81%99%e3%81%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%81%84%e3%81%84%e3%81%a6%e3%82%99%e3%81%99%e3%81%8b\/","title":{"rendered":"R \u3067 na.rm \u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5 (\u4f8b\u3042\u308a)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>na.rm=TRUE<\/strong>\u5f15\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u3068\u304d\u306b\u6b20\u640d\u5024\u3092\u9664\u5916\u3067\u304d\u307e\u3059\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;\">\u6b21\u306e\u4f8b\u306f\u3001\u5b9f\u969b\u306b\u30d9\u30af\u30c8\u30eb\u3068\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3067\u3053\u306e\u5f15\u6570\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u30d9\u30af\u30c8\u30eb\u3067 na.rm \u3092\u4f7f\u7528\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b20\u640d\u5024\u3092\u542b\u3080\u6b21\u306e R \u30d9\u30af\u30c8\u30eb\u306e\u5e73\u5747\u3001\u5408\u8a08\u3001\u6700\u5927\u3001\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3068\u3057\u307e\u3059\u3002<\/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;\">\u3053\u308c\u3089\u306e\u5404\u95a2\u6570\u306f<strong>NA<\/strong>\u306e\u5024\u3092\u8fd4\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306e\u8a08\u7b97\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u6b20\u640d\u5024\u3092\u9664\u5916\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u5f15\u6570<strong>na.rm = TRUE<\/strong>\u3092\u542b\u3081\u308b\u3060\u3051\u3067\u3059\u3002<\/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;\">\u6b20\u640d\u5024\u3092\u9664\u5916\u3057\u306a\u304c\u3089\u3001\u305d\u308c\u305e\u308c\u306e\u8a08\u7b97\u3092\u6b63\u5e38\u306b\u5b9f\u884c\u3067\u304d\u305f\u3053\u3068\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3067 na.rm \u3092\u4f7f\u7528\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">R \u306b\u6b20\u640d\u5024\u3092\u542b\u3080\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/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;\"><strong>apply()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5217\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3057\u3001\u5f15\u6570<strong>na.rm = TRUE<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e\u8a08\u7b97\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u6b20\u640d\u5024\u3092\u9664\u5916\u3067\u304d\u307e\u3059\u3002<\/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;\">\u3053\u3053\u3067\u3082\u3001\u6b20\u640d\u5024\u3092\u9664\u5916\u3057\u306a\u304c\u3089\u5404\u8a08\u7b97\u3092\u6b63\u5e38\u306b\u5b8c\u4e86\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u6b20\u640d\u5024\u3092\u4f7f\u7528\u3057\u3066\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/r-\u306f\u30bb\u3099\u30ed\u3066\u3099\u3059\/\" target=\"_blank\" rel=\"noopener\">R\u3067is.null\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r\u3066\u3099\u306fna\u3092\u7701\u7565\u3057\u307e\u3059\/\" target=\"_blank\" rel=\"noopener\">R\u3067na.omit\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30ca\u3066\u3099\u3059\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u306e is.na \u306e\u4f7f\u7528\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>na.rm=TRUE\u5f15\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u3068\u304d\u306b\u6b20\u640d\u5024\u3092\u9664\u5916\u3067\u304d\u307e\u3059\u3002 #calculate mean and exclude missing values mean(x, na. rm = TRUE [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1859","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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