{"id":933,"date":"2023-07-28T06:31:00","date_gmt":"2023-07-28T06:31:00","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%83%98%e3%82%9a%e3%82%a2\/"},"modified":"2023-07-28T06:31:00","modified_gmt":"2023-07-28T06:31:00","slug":"r-%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%83%98%e3%82%9a%e3%82%a2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%83%98%e3%82%9a%e3%82%a2\/","title":{"rendered":"R \u3067\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u304a\u3088\u3073\u89e3\u91c8\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u306f<\/strong>\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u5185\u306e\u7570\u306a\u308b\u5909\u6570\u9593\u306e\u30da\u30a2\u95a2\u4fc2\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6563\u5e03\u56f3\u884c\u5217\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e78\u3044\u306a\u3053\u3068\u306b\u3001 <a href=\"https:\/\/www.rdocumentation.org\/packages\/graphics\/versions\/3.6.2\/topics\/pairs\" target=\"_blank\" rel=\"noopener noreferrer\">pairs()<\/a>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u95a2\u6570\u306e\u5b9f\u969b\u306e\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u3059\u3079\u3066\u306e\u5909\u6570\u306e\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u3059\u3079\u3066\u306e\u5909\u6570\u306e\u5869\u57fa\u5bfe\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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;\">#make this example reproducible<\/span> \nset.seed(0)\n\n<span style=\"color: #008080;\">#create data frame<\/span> \nvar1 &lt;- rnorm(1000)\nvar2 &lt;- var1 + rnorm(1000, 0, 2)\nvar3 &lt;- var2 - rnorm(1000, 0, 5)\n \ndf &lt;- data.frame(var1, var2, var3)\n\n<span style=\"color: #008080;\">#create pairs plot<\/span> \npeers(df)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9914 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr1-1.png\" alt=\"\" width=\"396\" height=\"400\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5909\u6570\u540d\u306f\u659c\u7dda\u306e\u30dc\u30c3\u30af\u30b9\u306b\u6cbf\u3063\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u4ed6\u306e\u3059\u3079\u3066\u306e\u30dc\u30c3\u30af\u30b9\u306b\u306f\u3001\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u9593\u306e\u95a2\u4fc2\u306e\u6563\u5e03\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u884c\u5217\u306e\u53f3\u4e0a\u9685\u306e\u9818\u57df\u306b\u306f\u3001 <strong>var1<\/strong>\u3068<strong>var3<\/strong>\u306e\u5024\u306e\u6563\u5e03\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u5de6\u4e2d\u592e\u306e\u30dc\u30c3\u30af\u30b9\u306b\u306f\u3001 <strong>var1<\/strong>\u3068<strong>var2<\/strong>\u306a\u3069\u306e\u5024\u306e\u6563\u5e03\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e 1 \u3064\u306e\u30b0\u30e9\u30d5\u304b\u3089\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5909\u6570\u306e\u5404\u30da\u30a2\u9593\u306e\u95a2\u4fc2\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001 <strong>var1<\/strong>\u3068<strong>var2 \u306b\u306f<\/strong>\u6b63\u306e\u76f8\u95a2\u304c\u3042\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001 <strong>var1<\/strong>\u3068<strong>var3<\/strong>\u306b\u306f\u76f8\u95a2\u304c\u307b\u3068\u3093\u3069\u306a\u3044\u304b\u3001\u307e\u3063\u305f\u304f\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u7279\u5b9a\u306e\u5909\u6570\u306e\u30da\u30a2\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u5185\u306e\u6700\u521d\u306e 2 \u3064\u306e\u5909\u6570\u306e\u307f\u306e\u5869\u57fa\u5bfe\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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;\">#create pairs plot for var1 and var2 only<\/span>\neven(df[, 1:2])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9915 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr.png\" alt=\"R \u3067\u306e\u7279\u5b9a\u306e\u5909\u6570\u30da\u30a2\u306e\u30d7\u30ed\u30c3\u30c8\" width=\"324\" height=\"337\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><strong><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u4f8b 3: \u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u306e\u5916\u89b3\u3092\u5909\u66f4\u3059\u308b<\/span><\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30bf\u30a4\u30c8\u30eb\u3001\u8272\u3001\u30e9\u30d9\u30eb\u306a\u3069\u3001\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u306e\u5916\u89b3\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>peers(df,\n      col = ' <span style=\"color: #008000;\">blue<\/span> ', <span style=\"color: #008080;\">#modify color<\/span>\n      labels = c(' <span style=\"color: #008000;\">First<\/span> ', ' <span style=\"color: #008000;\">Second<\/span> ', ' <span style=\"color: #008000;\">Third<\/span> '), <span style=\"color: #008080;\">#modify labels<\/span>\n      main = ' <span style=\"color: #008000;\">Custom Title<\/span> ') <span style=\"color: #008080;\">#modify title<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9916 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr2.png\" alt=\"R \u3067\u306e\u30ab\u30b9\u30bf\u30e0 \u30da\u30a2\u306e\u30d7\u30ed\u30c3\u30c8\" width=\"398\" height=\"412\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><strong><span style=\"color: #000000;\">\u4f8b 4: ggpairs \u3092\u4f7f\u7528\u3057\u305f\u76f8\u95a2\u95a2\u4fc2\u306e\u53d6\u5f97<\/span><\/strong><\/h3>\n<p><span style=\"color: #000000;\">GGally \u30e9\u30a4\u30d6\u30e9\u30ea\u306e<strong>ggpairs()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u5909\u6570\u9593\u306e<a href=\"https:\/\/statorials.org\/ja\/\u30d2\u309a\u30a2\u30bd\u30f3\u76f8\u95a2\u4fc2\u6570-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d4\u30a2\u30bd\u30f3\u76f8\u95a2\u4fc2\u6570<\/a>\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u3053\u306e\u95a2\u6570\u306e\u4f7f\u7528\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;\">#install necessary libraries<\/span>\ninstall.packages('ggplot2')\ninstall.packages('GGally')\n\n<span style=\"color: #008080;\">#load libraries\n<\/span>library(ggplot2)\nlibrary(GGally)\n\n<span style=\"color: #008080;\">#create pairs plot\n<\/span>ggpairs(df)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9917 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pairesr3.png\" alt=\"R \u306e\u4f8b\u306e ggpairs \u95a2\u6570\" width=\"428\" height=\"418\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u884c\u5217\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5909\u6570\u540d\u306f\u884c\u5217\u306e\u5916\u7e01\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5bfe\u89d2\u7dda\u306b\u6cbf\u3063\u305f\u30dc\u30c3\u30af\u30b9\u306b\u306f\u3001\u5404\u5909\u6570\u306e\u5bc6\u5ea6\u30d7\u30ed\u30c3\u30c8\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5de6\u4e0b\u9685\u306e\u30dc\u30c3\u30af\u30b9\u306b\u306f\u3001\u5404\u5909\u6570\u9593\u306e\u6563\u5e03\u56f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u53f3\u4e0a\u9685\u306e\u30dc\u30c3\u30af\u30b9\u306b\u306f\u3001\u5404\u5909\u6570\u9593\u306e\u30d4\u30a2\u30bd\u30f3\u76f8\u95a2\u4fc2\u6570\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001var1 \u3068 var2 \u306e\u9593\u306e\u76f8\u95a2\u306f<strong>0.425<\/strong>\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u57fa\u672c\u7684\u306a R \u306e<strong>pairs()<\/strong>\u95a2\u6570\u3088\u308a\u3082<strong>ggpairs()<\/strong>\u3092\u4f7f\u7528\u3059\u308b\u5229\u70b9\u306f\u3001\u5909\u6570\u306b\u95a2\u3059\u308b\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u9593\u306e\u76f8\u95a2\u4fc2\u6570\u3068\u3001\u500b\u3005\u306e\u5909\u6570\u306e\u5bc6\u5ea6\u30d7\u30ed\u30c3\u30c8\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>ggpairs() \u95a2\u6570\u306e\u5b8c\u5168\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f<a href=\"https:\/\/www.rdocumentation.org\/packages\/GGally\/versions\/1.5.0\/topics\/ggpairs\" 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>\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u5185\u306e\u7570\u306a\u308b\u5909\u6570\u9593\u306e\u30da\u30a2\u95a2\u4fc2\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6563\u5e03\u56f3\u884c\u5217\u3067\u3059\u3002 \u5e78\u3044\u306a\u3053\u3068\u306b\u3001 pairs()\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001R \u3067\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u95a2\u6570 [&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-933","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\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u304a\u3088\u3073\u89e3\u91c8\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"R \u3067\u30da\u30a2 \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u304a\u3088\u3073\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" 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