{"id":1499,"date":"2023-07-26T03:17:13","date_gmt":"2023-07-26T03:17:13","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%b9%b3%e6%bb%91%e5%8c%96r%e3%82%92%e4%bd%8e%e3%81%8f%e3%81%99%e3%82%8b\/"},"modified":"2023-07-26T03:17:13","modified_gmt":"2023-07-26T03:17:13","slug":"%e5%b9%b3%e6%bb%91%e5%8c%96r%e3%82%92%e4%bd%8e%e3%81%8f%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%b9%b3%e6%bb%91%e5%8c%96r%e3%82%92%e4%bd%8e%e3%81%8f%e3%81%99%e3%82%8b\/","title":{"rendered":"R \u3067\u5f31\u3044\u5e73\u6ed1\u5316\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u7d71\u8a08\u5b66\u3067\u306f\u3001 <strong>lowess<\/strong>\u3068\u3044\u3046\u7528\u8a9e\u306f\u300c\u5c40\u6240\u7684\u306b\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f\u70b9\u7fa4\u306e\u5e73\u6ed1\u5316\u300d\u3001\u3064\u307e\u308a\u70b9\u7fa4\u5185\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u6ed1\u3089\u304b\u306a\u66f2\u7dda\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">R \u3067 lowess \u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b<strong>lowess()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u4e0b\uff08x\u3001y\u3001f = 2\/3\uff09<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> x \u5024\u306e\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> y \u5024\u306e\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>f:<\/strong>\u6700\u3082\u6ed1\u3089\u304b\u306a\u7bc4\u56f2\u306e\u5024\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5404\u5024\u3067\u306e\u5e73\u6ed1\u5316\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u30d7\u30ed\u30c3\u30c8\u5185\u306e\u70b9\u306e\u5272\u5408\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u6ed1\u3089\u304b\u3055\u304c\u5897\u3057\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u6bb5\u968e\u7684\u306a\u4f8b\u306f\u3001R \u3067\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u5f31\u3044\u5e73\u6ed1\u5316\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u507d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 1, 2, 2, 3, 4, 6, 6, 7, 8, 10, 11, 11, 12, 13, 14),<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>y=c(4, 7, 9, 10, 14, 15, 19, 16, 17, 21, 22, 34, 44, 40, 43, 45))<\/strong><\/span><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e x \u5024\u3068 y \u5024\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u307e\u3057\u3087\u3046\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plot(df$x, df$y)<\/strong> <\/pre>\n<h3><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14910 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible1-2.png\" alt=\"\" width=\"442\" height=\"403\" srcset=\"\" sizes=\"auto, \"><\/h3>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u6700\u5c0f\u66f2\u7dda\u3092\u63cf\u304f<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6563\u5e03\u56f3\u5185\u306e\u70b9\u306b\u6700\u3082\u5f31\u3044\u5e73\u6ed1\u5316\u66f2\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatterplot<\/span>\nplot(df$x, df$y)\n\n<span style=\"color: #008080;\">#add lowess smoothing curve to plot<\/span>\nlines(lowess(df$x, df$y), col=' <span style=\"color: #008000;\">red<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14911 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible2-2.png\" alt=\"R \u3067\u306e Lowess \u5e73\u6ed1\u5316\u306e\u4f8b\" width=\"440\" height=\"397\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 4: \u30bd\u30d5\u30c8\u306a\u30ea\u30fc\u30c1\u3092\u8abf\u6574\u3059\u308b (\u30aa\u30d7\u30b7\u30e7\u30f3)<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">lowess() \u95a2\u6570\u306e<strong>f<\/strong>\u5f15\u6570\u3092\u8abf\u6574\u3057\u3066\u3001\u3088\u308a\u6ed1\u3089\u304b\u306a\u7bc4\u56f2\u306b\u4f7f\u7528\u3055\u308c\u308b\u5024\u3092\u5897\u6e1b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6307\u5b9a\u3059\u308b\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u4e0b\u306e\u66f2\u7dda\u304c\u6ed1\u3089\u304b\u306b\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatterplot<\/span>\nplot(df$x, df$y)\n\n<span style=\"color: #008080;\">#add lowess smoothing curves<\/span>\nlines(lowess(df$x, df$y), col=' <span style=\"color: #008000;\">red<\/span> ')\nlines(lowess(df$x, df$y, f=0.3), col=' <span style=\"color: #008000;\">purple<\/span> ')\nlines(lowess(df$x, df$y, f=3), col=' <span style=\"color: #008000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#add legend to plot\n<\/span>legend(' <span style=\"color: #008000;\">topleft<\/span> ',\n       col = c(' <span style=\"color: #008000;\">red<\/span> ', ' <span style=\"color: #008000;\">purple<\/span> ', ' <span style=\"color: #008000;\">steelblue<\/span> '),\n       lwd = 2,\n       c(' <span style=\"color: #008000;\">Smoother = 1<\/span> ', ' <span style=\"color: #008000;\">Smoother = 0.3<\/span> ', ' <span style=\"color: #008000;\">Smoother = 3<\/span> '))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14912 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/faible3-2.png\" alt=\"R \u306e\u5f31\u3044\u5e73\u6ed1\u5316\u30ab\u30fc\u30d6\" width=\"437\" height=\"399\" 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\/r-\u306e\u30af\u3099\u30e9\u30d5\u306b\u30c6\u3099\u30fc\u30bf\u306e\u8907\u6570\u306e\u7cfb\u5217\u7dda\u3092\u30d5\u309a\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u30b0\u30e9\u30d5\u306b\u8907\u6570\u306e\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u56de\u5e30\u76f4\u7dda-r-\u3092\u4f7f\u7528\u3057\u305f\u6563\u5e03\u56f3\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u56de\u5e30\u76f4\u7dda\u3092\u542b\u3080\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u591a\u9805\u5f0f\u56de\u5e30-r\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u591a\u9805\u5f0f\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7d71\u8a08\u5b66\u3067\u306f\u3001 lowess\u3068\u3044\u3046\u7528\u8a9e\u306f\u300c\u5c40\u6240\u7684\u306b\u91cd\u307f\u4ed8\u3051\u3055\u308c\u305f\u70b9\u7fa4\u306e\u5e73\u6ed1\u5316\u300d\u3001\u3064\u307e\u308a\u70b9\u7fa4\u5185\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u306b\u5bfe\u5fdc\u3059\u308b\u6ed1\u3089\u304b\u306a\u66f2\u7dda\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002 R \u3067 lowess \u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u69cb\u6587 [&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-1499","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\u5f31\u3044\u5e73\u6ed1\u5316\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)<\/title>\n<meta name=\"description\" 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