{"id":1351,"date":"2023-07-26T18:18:15","date_gmt":"2023-07-26T18:18:15","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%a4%89%e6%95%b0%e9%96%93%e3%81%ae%e7%9b%b8%e9%96%a2\/"},"modified":"2023-07-26T18:18:15","modified_gmt":"2023-07-26T18:18:15","slug":"r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%a4%89%e6%95%b0%e9%96%93%e3%81%ae%e7%9b%b8%e9%96%a2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e8%a4%87%e6%95%b0%e3%81%ae%e5%a4%89%e6%95%b0%e9%96%93%e3%81%ae%e7%9b%b8%e9%96%a2\/","title":{"rendered":"R \u3067\u8907\u6570\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">2 \u3064\u306e\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u5b9a\u91cf\u5316\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u7dda\u5f62\u95a2\u9023\u6027\u306e\u5c3a\u5ea6\u3067\u3042\u308b<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\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059<em>\u3002<\/em>\u5e38\u306b -1 \u304b\u3089 1 \u307e\u3067\u306e\u5024\u3092\u53d6\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">-1 \u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u5b8c\u5168\u306a\u8ca0\u306e\u7dda\u5f62\u76f8\u95a2\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\">0 \u306f 2 \u3064\u306e\u5909\u6570\u9593\u306b\u7dda\u5f62\u76f8\u95a2\u304c\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3059<\/span><\/li>\n<li><span style=\"color: #000000;\">1 \u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u5b8c\u5168\u306a\u6b63\u306e\u7dda\u5f62\u76f8\u95a2\u3092\u793a\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3092\u4f8b\u3068\u3057\u3066\u3001R \u3067\u8907\u6570\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(a &lt;- c(2, 3, 3, 5, 6, 9, 14, 15, 19, 21, 22, 23),\n                 b &lt;- c(23, 24, 24, 23, 17, 28, 38, 34, 35, 39, 41, 43),\n                 c &lt;- c(13, 14, 14, 14, 15, 17, 18, 19, 22, 20, 24, 26),\n                 d &lt;- c(6, 6, 7, 8, 8, 8, 7, 6, 5, 3, 3, 2))\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: 2 \u3064\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2<\/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 2 \u3064\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2\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>cor(df$a, df$b)\n\n[1] 0.9279869\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u8907\u6570\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2<\/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 3 \u3064\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\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>cor(df[, c(' <span style=\"color: #008000;\">a<\/span> ', ' <span style=\"color: #008000;\">b<\/span> ', ' <span style=\"color: #008000;\">c<\/span> ')])\n\n          ABC\na 1.0000000 0.9279869 0.9604329\nb 0.9279869 1.0000000 0.8942139\nc 0.9604329 0.8942139 1.0000000<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u7d50\u679c\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;\"><em>a<\/em>\u3068<em>b<\/em>\u306e\u76f8\u95a2\u306f 0.9279869 \u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>a<\/em>\u3068<em>c<\/em>\u306e\u76f8\u95a2\u306f 0.9604329 \u3067\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>b<\/em>\u3068<em>c<\/em>\u306e\u76f8\u95a2\u306f 0.8942139 \u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 3: \u3059\u3079\u3066\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2<\/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\u3059\u3079\u3066\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\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>cor(df)\n\n           abcd\na 1.0000000 0.9279869 0.9604329 -0.7915488\nb 0.9279869 1.0000000 0.8942139 -0.7917973\nc 0.9604329 0.8942139 1.0000000 -0.8063549\nd -0.7915488 -0.7917973 -0.8063549 1.0000000<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 4: \u6570\u5024\u5909\u6570\u306e\u307f\u9593\u306e\u76f8\u95a2<\/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\u6570\u5024\u5909\u6570\u306e\u307f\u306e\u9593\u306e\u76f8\u95a2\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>cor(df[, <span style=\"color: #3366ff;\">unlist<\/span> ( <span style=\"color: #3366ff;\">lapply<\/span> (df, is. <span style=\"color: #3366ff;\">numeric<\/span> ))])\n\n           abcd\na 1.0000000 0.9279869 0.9604329 -0.7915488\nb 0.9279869 1.0000000 0.8942139 -0.7917973\nc 0.9604329 0.8942139 1.0000000 -0.8063549\nd -0.7915488 -0.7917973 -0.8063549 1.0000000\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 5: \u76f8\u95a2\u95a2\u4fc2\u306e\u8996\u899a\u5316<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30da\u30a2\u3054\u3068\u306e\u30d7\u30ed\u30c3\u30c8 (\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u9593\u306e\u95a2\u4fc2\u3092\u8996\u899a\u5316\u3067\u304d\u308b\u30bf\u30a4\u30d7\u306e\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;\">#load psych package<\/span>\nlibrary(psych)\n\n<span style=\"color: #008080;\">#create pairs plot<\/span>\npeers. <span style=\"color: #3366ff;\">panels<\/span> (df)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13220 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/paires1.png\" alt=\"\" width=\"421\" height=\"432\" srcset=\"\" sizes=\"auto, \"><\/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\/\u504f\u76f8\u95a2r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u504f\u76f8\u95a2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u70b9\u53cc\u76f4\u5217\u76f8\u95a2-r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u70b9\u53cc\u7cfb\u5217\u76f8\u95a2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u306e\u30ed\u30fc\u30ea\u30f3\u30af\u3099\u76f8\u95a2\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30b9\u30e9\u30a4\u30c9\u76f8\u95a2\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2 \u3064\u306e\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u5b9a\u91cf\u5316\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u7dda\u5f62\u95a2\u9023\u6027\u306e\u5c3a\u5ea6\u3067\u3042\u308b\u30d4\u30a2\u30bd\u30f3\u76f8\u95a2\u4fc2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5e38\u306b -1 \u304b\u3089 1 \u307e\u3067\u306e\u5024\u3092\u53d6\u308a\u307e\u3059\u3002 -1 \u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u5b8c\u5168\u306a\u8ca0\u306e\u7dda\u5f62\u76f8\u95a2\u3092\u793a\u3057\u307e [&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-1351","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\u8907\u6570\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\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 \u3067\u8907\u6570\u306e\u5909\u6570\u9593\u306e\u76f8\u95a2\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, 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