{"id":1080,"date":"2023-07-27T17:45:27","date_gmt":"2023-07-27T17:45:27","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%88%97%e3%81%8b%e3%82%89%e5%a4%96%e3%82%8c%e5%80%a4%e3%82%92%e5%89%8a%e9%99%a4%e3%81%97%e3%81%be%e3%81%99\/"},"modified":"2023-07-27T17:45:27","modified_gmt":"2023-07-27T17:45:27","slug":"r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%88%97%e3%81%8b%e3%82%89%e5%a4%96%e3%82%8c%e5%80%a4%e3%82%92%e5%89%8a%e9%99%a4%e3%81%97%e3%81%be%e3%81%99","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%88%97%e3%81%8b%e3%82%89%e5%a4%96%e3%82%8c%e5%80%a4%e3%82%92%e5%89%8a%e9%99%a4%e3%81%97%e3%81%be%e3%81%99\/","title":{"rendered":"R \u306e\u8907\u6570\u306e\u5217\u304b\u3089\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u591a\u304f\u306e\u5834\u5408\u3001R \u3067\u8907\u6570\u306e\u5217\u304b\u3089\u5916\u308c\u5024\u3092\u4e00\u5ea6\u306b\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u89b3\u6e2c\u5024\u3092\u5916\u308c\u5024\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u89b3\u6e2c\u5024\u304c\u7b2c 3 \u56db\u5206\u4f4d (Q3) \u3088\u308a\u4e0a\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\u306e 1.5 \u500d\u3001\u307e\u305f\u306f\u7b2c 1 \u56db\u5206\u4f4d (Q1) \u3088\u308a\u4e0b\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\u306e 1.5 \u500d\u3067\u3042\u308b\u5834\u5408\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5b9a\u7fa9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u6b21\u306e\u624b\u9806\u3067\u5916\u308c\u5024\u3092\u8b58\u5225\u3059\u308b\u5358\u7d14\u306a\u95a2\u6570\u3092\u4f5c\u6210\u3057\u3001\u3053\u306e\u95a2\u6570\u3092 R \u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u306e\u8907\u6570\u306e\u5217\u306b\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">R \u3067\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df &lt;- data.frame(index=c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10),\n                 var1=c(4, 4, 5, 4, 3, 2, 8, 9, 4, 5),\n                 var2=c(1, 2, 4, 4, 6, 9, 7, 8, 5, 29),\n                 var3=c(9, 9, 9, 5, 5, 3, 4, 5, 11, 34))\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u5916\u308c\u5024\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u5916\u308c\u5024\u3092\u7279\u5b9a\u3067\u304d\u308b\u95a2\u6570\u3068\u3001\u5916\u308c\u5024\u3092\u524a\u9664\u3067\u304d\u308b\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>outliers &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n\n  Q1 &lt;- quantile(x, <span style=\"color: #3366ff;\">probs<\/span> =.25)\n  Q3 &lt;- quantile(x, <span style=\"color: #3366ff;\">probs<\/span> =.75)\n  iqr = Q3-Q1\n\n upper_limit = Q3 + (iqr*1.5)\n lower_limit = Q1 - (iqr*1.5)\n\n x &gt; upper_limit | x &lt; lower_limit\n}\n\nremove_outliers &lt;- <span style=\"color: #008000;\">function<\/span> (df, cols = <span style=\"color: #3366ff;\">names<\/span> (df)) {\n  for (col <span style=\"color: #008000;\">in<\/span> cols) {\n    df &lt;- df[!outliers(df[[col]]),]\n  }\n  df\n}<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u5916\u308c\u5024\u95a2\u6570\u3092\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u306b\u9069\u7528\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u5f8c\u306b\u3001\u3053\u306e\u95a2\u6570\u3092\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u306e\u3044\u304f\u3064\u304b\u306e\u5217\u306b\u9069\u7528\u3057\u3066\u3001\u5916\u308c\u5024\u3092\u524a\u9664\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>remove_outliers(df, c('var1', 'var2', 'var3'))\n\n  index var1 var2 var3\n1 1 4 1 9\n2 2 4 2 9\n3 3 5 4 9\n4 4 4 4 5\n5 5 3 6 5\n9 9 4 5 11\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><em>\u305d\u306e\u4ed6\u306e R \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f<a href=\"https:\/\/statorials.org\/ja\/-10\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3053\u3067<\/a>\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u304f\u306e\u5834\u5408\u3001R \u3067\u8907\u6570\u306e\u5217\u304b\u3089\u5916\u308c\u5024\u3092\u4e00\u5ea6\u306b\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u89b3\u6e2c\u5024\u3092\u5916\u308c\u5024\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u89b3\u6e2c\u5024\u304c\u7b2c 3 \u56db\u5206\u4f4d (Q3) \u3088\u308a\u4e0a\u306e\u56db\u5206\u4f4d\u7bc4\u56f2\u306e 1.5 \u500d\u3001\u307e\u305f\u306f\u7b2c 1 \u56db\u5206\u4f4d (Q1) \u3088\u308a [&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-1080","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\u8907\u6570\u306e\u5217\u304b\u3089\u5916\u308c\u5024\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"R \u3067\u8907\u6570\u306e\u5217\u304b\u3089\u5916\u308c\u5024\u3092\u4e00\u5ea6\u306b\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\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 rel=\"canonical\" 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