{"id":1280,"date":"2023-07-27T00:52:44","date_gmt":"2023-07-27T00:52:44","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%b5%b6%e5%af%be%e4%b8%ad%e5%a4%ae%e5%81%8f%e5%b7%ae\/"},"modified":"2023-07-27T00:52:44","modified_gmt":"2023-07-27T00:52:44","slug":"r-%e3%81%ae%e7%b5%b6%e5%af%be%e4%b8%ad%e5%a4%ae%e5%81%8f%e5%b7%ae","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e7%b5%b6%e5%af%be%e4%b8%ad%e5%a4%ae%e5%81%8f%e5%b7%ae\/","title":{"rendered":"R \u306e\u7d76\u5bfe\u4e2d\u592e\u504f\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u7d76\u5bfe\u504f\u5dee\u306e\u4e2d\u592e\u5024\u306f\u3001<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e<a href=\"https:\/\/statorials.org\/ja\/\u7d71\u8a08\u306b\u304a\u3051\u308b\u89b3\u5bdf\/\" target=\"_blank\" rel=\"noopener\">\u89b3\u6e2c\u5024<\/a>\u306e\u5206\u5e03\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u6a19\u6e96\u504f\u5dee\u3084\u5206\u6563\u306a\u3069\u306e\u4ed6\u306e\u5206\u6563\u306e\u5c3a\u5ea6\u3088\u308a\u3082\u5916\u308c\u5024\u306e\u5f71\u97ff\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u7279\u306b\u4fbf\u5229\u306a\u5c3a\u5ea6\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7d76\u5bfe\u4e2d\u592e\u5024\u504f\u5dee (MAD \u3068\u7565\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059) \u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>MAD = \u4e2d\u592e\u5024 (|x <sub>i<\/sub> \u2013 x <sub>m<\/sub> |)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x <sub>i<\/sub> :<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e<sup>i \u756a\u76ee\u306e<\/sup>\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>x <sub>m<\/sub> :<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u4e2d\u592e\u5024<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u7d44\u307f\u8fbc\u307f\u306e<strong>mad()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066 R \u306e\u7d76\u5bfe\u504f\u5dee\u306e\u4e2d\u592e\u5024\u3092\u8a08\u7b97\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\u306e MAD \u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u306e\u5358\u4e00\u30d9\u30af\u30c8\u30eb\u306e\u4e2d\u592e\u7d76\u5bfe\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;\">#define data\n<\/span>data &lt;- c(1, 4, 4, 7, 12, 13, 16, 19, 22, 24)\n\n<span style=\"color: #008080;\">#calculate MAD\n<\/span>mad(data)\n\n[1] 11.1195\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7d76\u5bfe\u504f\u5dee\u306e\u4e2d\u592e\u5024\u306f<strong>11.1195<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5217\u306e MAD \u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u5358\u4e00\u5217\u306e MAD \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;\">#define data\n<\/span>data &lt;- data.frame(x = c(1, 4, 4, 6, 7, 8, 12),\n                   y = c(3, 4, 6, 8, 8, 9, 19),\n                   z = c(2, 2, 2, 3, 5, 8, 11))\n\n<span style=\"color: #008080;\">#calculate MAD for column <em>y<\/em> in data frame\n<\/span>mad(data$y)\n\n[1] 2.9652\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5217<em>y<\/em>\u306e\u7d76\u5bfe\u4e2d\u592e\u504f\u5dee\u306f<strong>2.9652<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 3: \u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u8907\u6570\u306e\u5217\u306e MAD \u3092\u8a08\u7b97\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>sapply()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u8907\u6570\u306e\u5217\u306e MAD \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;\">#define data\n<span style=\"color: #000000;\">data &lt;- data.frame(x = c(1, 4, 4, 6, 7, 8, 12),\n                   y = c(3, 4, 6, 8, 8, 9, 19),\n                   z = c(2, 2, 2, 3, 5, 8, 11))<\/span>\n\n#calculate MAD for all columns in data frame\n<span style=\"color: #000000;\">sapply(data, mad)\n\n     X Y Z\n2.9652 2.9652 1.4826\n<\/span><\/span><\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d76\u5bfe\u4e2d\u592e\u504f\u5dee\u306f\u3001\u5217 x \u3067<strong>2.9652<\/strong> \u3001\u5217 y \u3067<strong>2.9652<\/strong> \u3001\u5217 z \u3067<strong>1.4826<\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/ja\/rapply-sapply\u3068tapply\u3092\u9069\u7528\u3059\u308b\u305f\u3081\u306e\u30ab\u3099\u30a4\u30c8\u3099\/\" target=\"_blank\" rel=\"noopener\">R \u306e apply()\u3001lapply()\u3001sapply()\u3001tapply() \u306e\u30ac\u30a4\u30c9<\/a><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/r\u30ab\u30fc\u30c8\u3099\/\" target=\"_blank\" rel=\"noopener\">R\u3067MAPE\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r\u3066\u3099mse\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">R \u3067 MSE \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r\u3066\u3099rmse\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">R \u3067 RMSE \u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7d76\u5bfe\u504f\u5dee\u306e\u4e2d\u592e\u5024\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u89b3\u6e2c\u5024\u306e\u5206\u5e03\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u6a19\u6e96\u504f\u5dee\u3084\u5206\u6563\u306a\u3069\u306e\u4ed6\u306e\u5206\u6563\u306e\u5c3a\u5ea6\u3088\u308a\u3082\u5916\u308c\u5024\u306e\u5f71\u97ff\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u7279\u306b\u4fbf\u5229\u306a\u5c3a\u5ea6\u3067\u3059\u3002 \u7d76\u5bfe\u4e2d\u592e\u5024\u504f\u5dee (MAD \u3068\u7565\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059) \u3092\u8a08\u7b97 [&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-1280","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 \u306e\u7d76\u5bfe\u4e2d\u592e\u504f\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u306e\u7d76\u5bfe\u504f\u5dee\u306e\u4e2d\u592e\u5024\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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