{"id":3211,"date":"2023-07-18T15:39:28","date_gmt":"2023-07-18T15:39:28","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88\/"},"modified":"2023-07-18T15:39:28","modified_gmt":"2023-07-18T15:39:28","slug":"r-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a8%98%e8%bf%b0%e7%b5%b1%e8%a8%88\/","title":{"rendered":"R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u8a18\u8ff0\u7d71\u8a08\u306f\u3001<\/strong>\u4e00\u9023\u306e\u30c7\u30fc\u30bf\u3092\u8aac\u660e\u3059\u308b\u5024\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e<a href=\"https:\/\/statorials.org\/ja\/\u4e2d\u5fc3\u50be\u5411\u3092\u6e2c\u5b9a\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">\u4e2d\u5fc3\u304c<\/a>\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3001\u307e\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5024\u306e\u5206\u5e03\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u95a2\u6570\u306f 2 \u3064\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1: summary() \u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>summary(my_data)<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>summary()<\/strong>\u95a2\u6570\u306f\u3001R \u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5909\u6570\u306b\u5bfe\u3057\u3066\u6b21\u306e\u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u6700\u5c0f<\/span><\/span><\/li>\n<li><span style=\"color: #000000;\">\u7b2c 1 \u56db\u5206\u4f4d<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4e2d\u592e\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5e73\u5747<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7b2c 3 \u56db\u5206\u4f4d<\/span><\/li>\n<li><span style=\"color: #000000;\">\u6700\u5927<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">\u65b9\u6cd5 2: sapply() \u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b<\/span><\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(my_data, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>sapply()<\/strong>\u95a2\u6570\u306f\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5909\u6570\u306b\u3064\u3044\u3066<strong>summary()<\/strong>\u95a2\u6570\u306b\u3088\u3063\u3066\u8a08\u7b97\u3055\u308c\u308b\u3082\u306e\u4ee5\u5916\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u4e0a\u8a18\u306e<strong>sapply()<\/strong>\u95a2\u6570\u306f\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5909\u6570\u306e\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u3053\u308c\u3089 2 \u3064\u306e\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001R \u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5909\u6570\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u4f8b: R \u3067\u306e\u8a18\u8ff0\u7d71\u8a08\u306e\u8a08\u7b97<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">R \u306b 3 \u3064\u306e\u5909\u6570\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> (x=c(1, 4, 4, 5, 6, 7, 10, 12),\n                 y=c(2, 2, 3, 3, 4, 5, 11, 11),\n                 z=c(8, 9, 9, 9, 10, 13, 15, 17))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   X Y Z\n1 1 2 8\n2 4 2 9\n3 4 3 9\n4 5 3 9\n5 6 4 10\n6 7 5 13\n7 10 11 15\n8 12 11 17<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u5909\u6570\u3054\u3068\u306b\u3055\u307e\u3056\u307e\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for each variable<\/span>\nsummary(df)\n\n       xyz Min. : 1,000 Min. : 2,000 Min. : 8.00  \n 1st Qu.: 4,000 1st Qu.: 2,750 1st Qu.: 9.00  \n Median: 5,500 Median: 3,500 Median: 9.50  \n Mean: 6.125 Mean: 5.125 Mean: 11.25  \n 3rd Qu.: 7,750 3rd Qu.: 6,500 3rd Qu.: 13.50  \n Max. :12,000 Max. :11,000 Max. :17.00<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u62ec\u5f27\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u7279\u5b9a\u306e\u5909\u6570\u306e\u8a18\u8ff0\u7d71\u8a08\u306e\u307f\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for 'x' and 'z' only<\/span>\nsummary(df[, c(' <span style=\"color: #ff0000;\">x<\/span> ', ' <span style=\"color: #ff0000;\">z<\/span> ')])\n\n       xz Min. : 1,000 Min. : 8.00  \n 1st Qu.: 4.000 1st Qu.: 9.00  \n Median: 5.500 Median: 9.50  \n Mean: 6.125 Mean: 11.25  \n 3rd Qu.: 7.750 3rd Qu.: 13.50  \n Max. :12,000 Max. :17.00 \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>sapply()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u5404\u5909\u6570\u306e\u7279\u5b9a\u306e\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u5404\u5909\u6570\u306e\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate standard deviation for each variable<\/span>\nsapply(df, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n       X Y Z\n3.522884 3.758324 3.327376<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>sapply()<\/strong>\u3067<strong>function()<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u5404\u5909\u6570\u306e<a href=\"https:\/\/statorials.org\/ja\/r\u306e\u30d2\u3099\u30fc\u30c1\/\" target=\"_blank\" rel=\"noopener\">\u7bc4\u56f2\u3092<\/a>\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate range for each variable<\/span>\nsapply(df, function(df) max(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )-min(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> ))\n\n X Y Z\n11 9 9\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u6700\u5f8c\u306b\u3001\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u8907\u96d1\u306a\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u95a2\u6570\u3092<strong>sapply()<\/strong>\u95a2\u6570\u3068\u3068\u3082\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5909\u6570\u306e<a href=\"https:\/\/statorials.org\/ja\/r\u306e\u30e2\u30fc\u30c8\u3099\/\" target=\"_blank\" rel=\"noopener\">\u30e2\u30fc\u30c9\u3092<\/a>\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define function that calculates mode<\/span>\nfind_mode &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n  u &lt;- unique(x)\n  tab &lt;- tabulate(match(x, u))\n  u[tab <span style=\"color: #3366ff;\">==<\/span> max(tab)]\n}\n\n<span style=\"color: #008080;\">#calculate mode for each variable\n<\/span>sapply(df, find_mode)\n\n$x\n[1] 4\n\n$y\n[1] 2 3 11\n\n$z\n[1] 9\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\u304b\u3089\u6b21\u306e\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5909\u6570 x \u306e\u6700\u983b\u5024\u306f<strong>4<\/strong>\u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">y \u5909\u6570\u306e\u30e2\u30fc\u30c9\u306f<strong>2<\/strong> \u3001 <strong>3<\/strong> \u3001\u304a\u3088\u3073<strong>11<\/strong>\u3067\u3059 (\u3053\u308c\u3089\u306e\u5024\u306f\u305d\u308c\u305e\u308c\u6700\u3082\u983b\u7e41\u306b\u73fe\u308c\u308b\u305f\u3081)<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5909\u6570 z \u306e\u6700\u983b\u5024\u306f<strong>9<\/strong>\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>summary()<\/strong>\u95a2\u6570\u3068<strong>sapply()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5404\u5909\u6570\u306b\u3064\u3044\u3066\u5fc5\u8981\u306a\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\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\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\u306e\u8981\u7d04\u30c6\u30fc\u30d5\u3099\u30eb\/\" target=\"_blank\" rel=\"noopener\">R\u3067\u96c6\u8a08\u8868\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u56db\u5206\u4f4d\u7bc4\u56f2\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u5916\u308c\u5024\u3092\u9664\u53bb\u3059\u308b-r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8a18\u8ff0\u7d71\u8a08\u306f\u3001\u4e00\u9023\u306e\u30c7\u30fc\u30bf\u3092\u8aac\u660e\u3059\u308b\u5024\u3067\u3059\u3002 \u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4e2d\u5fc3\u304c\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u3001\u307e\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5024\u306e\u5206\u5e03\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u95a2\u6570\u306f 2 \u3064\u3042\u308a\u307e\u3059\u3002 \u65b9\u6cd5 1 [&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-3211","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R \u3067\u8a18\u8ff0\u7d71\u8a08\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R 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