{"id":1115,"date":"2023-07-27T14:52:53","date_gmt":"2023-07-27T14:52:53","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/"},"modified":"2023-07-27T14:52:53","modified_gmt":"2023-07-27T14:52:53","slug":"r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/","title":{"rendered":"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5: \u4f8b\u4ed8\u304d"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e<strong>\u6a19\u6e96\u5316\u3068\u306f\u3001<\/strong>\u5e73\u5747\u5024\u304c 0\u3001\u6a19\u6e96\u504f\u5dee\u304c 1 \u306b\u306a\u308b\u3088\u3046\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u3059\u3079\u3066\u306e\u5024\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3092\u884c\u3046\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u5024\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b Z \u30b9\u30b3\u30a2\u6a19\u6e96\u5316\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(x <sub>i<\/sub> \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ \u79d2<\/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><span style=\"text-decoration: overline;\">x<\/span><\/strong> : \u30b5\u30f3\u30d7\u30eb\u306e\u610f\u5473<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>s<\/strong> : \u30b5\u30f3\u30d7\u30eb\u306e\u6a19\u6e96\u504f\u5dee<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001R \u306e<strong>dplyr<\/strong>\u30d1\u30c3\u30b1\u30fc\u30b8\u3067<a href=\"https:\/\/statorials.org\/ja\/r\u306e\u30b9\u30b1\u30fc\u30eb\u95a2\u6570\/\" target=\"_blank\" rel=\"noopener\">scale()<\/a>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3001Z \u30b9\u30b3\u30a2\u6a19\u6e96\u5316\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e 1 \u3064\u4ee5\u4e0a\u306e\u5909\u6570\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2><span style=\"color: #000000;\"><strong>\u5358\u4e00\u306e\u5909\u6570\u3092\u6a19\u6e96\u5316\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u30013 \u3064\u306e\u5909\u6570\u3092\u542b\u3080\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e 1 \u3064\u306e\u5909\u6570\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br \/><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n<span style=\"color: #008080;\">\n#view original data frame<\/span>\ndf\n\n        var1 var2 var3\n1 13.275433 6.325466 35.845273\n2 18.606195 5.707692 12.000703\n3 28.642668 16.427480 26.505234\n4 45.410389 10.066178 9.143318\n5 10.084097 18.166670 13.818282\n6 44.919484 12.451684 17.741765\n7 47.233763 17.069989 5.441881\n8 33.039890 22.830028 17.618803\n9 31.455702 9.980739 33.699798\n10 3.089314 18.326350 16.231517\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf2 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf2\n\n          var1 var2 var3\n1 -0.90606801 6.325466 35.845273\n2 -0.56830963 5.707692 12.000703\n3 0.06760377 16.427480 26.505234\n4 1.13001072 10.066178 9.143318\n5 -1.10827188 18.166670 13.818282\n6 1.09890684 12.451684 17.741765\n7 1.24554014 17.069989 5.441881\n8 0.34621281 22.830028 17.618803\n9 0.24583830 9.980739 33.699798\n10 -1.55146305 18.326350 16.231517\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6700\u521d\u306e\u5909\u6570\u306e\u307f\u304c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u3001\u4ed6\u306e 2 \u3064\u306e\u5909\u6570\u306f\u540c\u3058\u307e\u307e\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65b0\u3057\u3044\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u305f\u5909\u6570\u306e\u5e73\u5747\u5024\u304c 0\u3001\u6a19\u6e96\u504f\u5dee\u304c 1 \u3067\u3042\u308b\u3053\u3068\u304c\u3059\u3050\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate mean of scaled variable<\/span>\nmean(df2$var1)\n\n[1] -4.18502e-18 <span style=\"color: #008080;\">#basically zero<\/span>\n\n<span style=\"color: #008080;\">#calculate standard deviation of scaled variable<\/span> \nsd(df2$var1)\n\n[1] 1<\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u8907\u6570\u306e\u5909\u6570\u3092\u6a19\u6e96\u5316\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u8907\u6570\u306e\u5909\u6570\u3092\u4e00\u5ea6\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\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: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> and <em>var2<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf3 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> ', ' <span style=\"color: #008000;\">var2<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf3\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 35.845273\n2 -0.56830963 -1.4133223 12.000703\n3 0.06760377 0.4739961 26.505234\n4 1.13001072 -0.6459703 9.143318\n5 -1.10827188 0.7801967 13.818282\n6 1.09890684 -0.2259798 17.741765\n7 1.24554014 0.5871157 5.441881\n8 0.34621281 1.6012242 17.618803\n9 0.24583830 -0.6610127 33.699798\n10 -1.55146305 0.8083098 16.231517<\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u3059\u3079\u3066\u306e\u5909\u6570\u3092\u6a19\u6e96\u5316\u3059\u308b<\/strong><\/span><\/h2>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>mutate_all<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e<em>\u3059\u3079\u3066\u306e<\/em>\u5909\u6570\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\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: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale all variables to have mean = 0 and standard deviation = 1<\/span>\ndf4 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_all<\/span> (~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf4\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 1.6819976\n2 -0.56830963 -1.4133223 -0.6715858\n3 0.06760377 0.4739961 0.7600871\n4 1.13001072 -0.6459703 -0.9536246\n5 -1.10827188 0.7801967 -0.4921813\n6 1.09890684 -0.2259798 -0.1049130\n7 1.24554014 0.5871157 -1.3189757\n8 0.34621281 1.6012242 -0.1170501\n9 0.24583830 -0.6610127 1.4702281\n10 -1.55146305 0.8083098 -0.2539824<\/strong><\/pre>\n<h2><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h2>\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\u30c6\u3099\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u30c7\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r\u306e\u6a19\u6e96\u504f\u5dee\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u306e\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u306b\u6b20\u640d\u5024\u3092\u4ee3\u5165\u3059\u308b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\u3067\u6b20\u640d\u5024\u3092\u3059\u3079\u3066\u4ee3\u5165\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30c6\u3099\u30fc\u30bf\u3092r\u306b\u5909\u63db\u3059\u308b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3059\u308b\u65b9\u6cd5 (\u5bfe\u6570\u3001\u5e73\u65b9\u6839\u3001\u7acb\u65b9\u6839)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6a19\u6e96\u5316\u3068\u306f\u3001\u5e73\u5747\u5024\u304c 0\u3001\u6a19\u6e96\u504f\u5dee\u304c 1 \u306b\u306a\u308b\u3088\u3046\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u3059\u3079\u3066\u306e\u5024\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u3053\u308c\u3092\u884c\u3046\u6700\u3082\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306f\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u5024\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b Z \u30b9\u30b3\u30a2\u6a19\u6e96\u5316\u3092\u4f7f [&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-1115","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\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\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 rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/r-\u306e\u30c6\u3099\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ja\/r-\u306e\u30c6\u3099\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T14:52:53+00:00\" \/>\n<meta name=\"author\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/\",\"url\":\"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/\",\"name\":\"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-27T14:52:53+00:00\",\"dateModified\":\"2023-07-27T14:52:53+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5: \u4f8b\u4ed8\u304d\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ja\/#website\",\"url\":\"https:\/\/statorials.org\/ja\/\",\"name\":\"Statorials\",\"description\":\"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\",\"name\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\"},\"description\":\"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b\",\"sameAs\":[\"http:\/\/statorials.org\/ja\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b","description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ja\/r-\u306e\u30c6\u3099\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\/","og_locale":"ja_JP","og_type":"article","og_title":"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b","og_description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","og_url":"https:\/\/statorials.org\/ja\/r-\u306e\u30c6\u3099\u30fc\u30bf\u3092\u6b63\u898f\u5316\u3059\u308b\/","og_site_name":"Statorials","article_published_time":"2023-07-27T14:52:53+00:00","author":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/","url":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/","name":"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 \u8a18\u4e8b","isPartOf":{"@id":"https:\/\/statorials.org\/ja\/#website"},"datePublished":"2023-07-27T14:52:53+00:00","dateModified":"2023-07-27T14:52:53+00:00","author":{"@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83"},"description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%92%e6%ad%a3%e8%a6%8f%e5%8c%96%e3%81%99%e3%82%8b\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/ja\/"},{"@type":"ListItem","position":2,"name":"R \u3067\u30c7\u30fc\u30bf\u3092\u6a19\u6e96\u5316\u3059\u308b\u65b9\u6cd5: \u4f8b\u4ed8\u304d"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ja\/#website","url":"https:\/\/statorials.org\/ja\/","name":"Statorials","description":"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83","name":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/","url":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb"},"description":"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b","sameAs":["http:\/\/statorials.org\/ja"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/1115","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/comments?post=1115"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/1115\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/media?parent=1115"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/categories?post=1115"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/tags?post=1115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}