{"id":2517,"date":"2023-07-21T22:18:27","date_gmt":"2023-07-21T22:18:27","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%8e%9f%e7%82%b9%e5%9b%9e%e5%b8%b0\/"},"modified":"2023-07-21T22:18:27","modified_gmt":"2023-07-21T22:18:27","slug":"%e5%8e%9f%e7%82%b9%e5%9b%9e%e5%b8%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%8e%9f%e7%82%b9%e5%9b%9e%e5%b8%b0\/","title":{"rendered":"\u539f\u70b9\u3092\u901a\u3057\u305f\u56de\u5e30: \u5b9a\u7fa9\u3068\u4f8b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u5358\u7d14\u7dda\u5f62\u56de\u5e30\u306f\u30011 \u3064\u4ee5\u4e0a\u306e\u4e88\u6e2c\u5909\u6570\u3068<a href=\"https:\/\/statorials.org\/ja\/\u5909\u6570\u306e\u8aac\u660e\u5fdc\u7b54\/\" target=\"_blank\" rel=\"noopener\">\u5fdc\u7b54\u5909\u6570<\/a>\u306e\u9593\u306e\u95a2\u4fc2\u3092\u5b9a\u91cf\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u6b21\u306e\u5f62\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> x<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>y<\/strong> : \u5fdc\u7b54\u5909\u6570\u306e\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u03b2 <sub>0<\/sub><\/strong> : x = 0 \u306e\u5834\u5408\u306e\u5fdc\u7b54\u5909\u6570\u306e\u5024 (\u300c\u5207\u7247\u300d\u9805\u3068\u547c\u3070\u308c\u307e\u3059)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u03b2 <sub>1<\/sub><\/strong> : x \u306e 1 \u5358\u4f4d\u306e\u5897\u52a0\u306b\u4f34\u3046\u5fdc\u7b54\u5909\u6570\u306e\u5e73\u5747\u5897\u52a0\u91cf<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>x<\/strong> : \u4e88\u6e2c\u5909\u6570\u306e\u5024<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30e2\u30c7\u30eb\u306e\u4fee\u6b63\u30d0\u30fc\u30b8\u30e7\u30f3\u306f<strong>\u539f\u70b9\u56de\u5e30<\/strong>\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u304a\u308a\u3001x \u304c 0 \u306b\u7b49\u3057\u3044\u5834\u5408\u306b y \u304c 0 \u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30e2\u30c7\u30eb\u306f\u6b21\u306e\u5f62\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = <sub>\u03b21x<\/sub><\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u5207\u7247\u9805\u304c\u30e2\u30c7\u30eb\u304b\u3089\u5b8c\u5168\u306b\u524a\u9664\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4e88\u6e2c\u5909\u6570\u304c\u30bc\u30ed\u306e\u5834\u5408\u306b\u306f\u5fdc\u7b54\u5909\u6570\u3082\u30bc\u30ed\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\u304c\u7814\u7a76\u8005\u306b\u3088\u3063\u3066\u308f\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u73fe\u5b9f\u306e\u4e16\u754c\u3067\u306f\u3001\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30e2\u30c7\u30eb\u306f<a href=\"https:\/\/esajournals.onlinelibrary.wiley.com\/doi\/full\/10.1002\/ecy.1660\" target=\"_blank\" rel=\"noopener\">\u6797\u696d\u3084\u751f\u614b\u5b66\u306e\u7814\u7a76<\/a>\u3067\u6700\u3082\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u7814\u7a76\u8005\u306f\u6728\u306e\u5468\u56f2\u3092\u4f7f\u7528\u3057\u3066\u6728\u306e\u9ad8\u3055\u3092\u4e88\u6e2c\u3067\u304d\u307e\u3059\u3002\u6307\u5b9a\u3055\u308c\u305f\u6728\u306e\u5186\u5468\u304c\u30bc\u30ed\u306e\u5834\u5408\u3001\u305d\u306e\u6728\u306e\u9ad8\u3055\u306f\u30bc\u30ed\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3057\u305f\u304c\u3063\u3066\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u3053\u306e\u30c7\u30fc\u30bf\u306b\u5f53\u3066\u306f\u3081\u308b\u5834\u5408\u3001\u5143\u306e\u9805\u304c\u30bc\u30ed\u4ee5\u5916\u3067\u3042\u308b\u3053\u3068\u306f\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u901a\u5e38\u306e\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u8fd1\u4f3c\u3068\u3001\u539f\u70b9\u3092\u4ecb\u3057\u3066\u56de\u5e30\u3092\u5b9f\u88c5\u3059\u308b\u30e2\u30c7\u30eb\u306e\u9055\u3044\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: \u539f\u70b9\u3092\u901a\u3057\u305f\u56de\u5e30<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u751f\u7269\u5b66\u8005\u304c\u6728\u306e\u5468\u56f2\u3092\u4f7f\u7528\u3057\u3066\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u3066\u6728\u306e\u9ad8\u3055\u3092\u4e88\u6e2c\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002\u5f7c\u5973\u306f\u5916\u306b\u51fa\u3066\u300115 \u672c\u306e\u6728\u306e\u30b5\u30f3\u30d7\u30eb\u306b\u3064\u3044\u3066\u6b21\u306e\u6e2c\u5b9a\u5024\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22430 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/origine1-1.jpg\" alt=\"\" width=\"305\" height=\"377\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">R \u3067\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5207\u7247\u3092\u4f7f\u7528\u3057\u306a\u3044\u56de\u5e30\u30e2\u30c7\u30eb\u3067\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u30012 \u3064\u306e\u56de\u5e30\u76f4\u7dda\u3092\u30d7\u30ed\u30c3\u30c8\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (circ=c(15, 19, 25, 39, 44, 46, 49, 54, 67, 79, 81, 84, 88, 90, 99),\n                 height=c(200, 234, 285, 375, 440, 470, 564, 544, 639, 750, 830, 854,\n                          901, 912, 989))\n\n<span style=\"color: #008080;\">#fit a simple linear regression model\n<\/span>model &lt;- lm(height ~ circ, data = df)\n\n<span style=\"color: #008080;\">#fit regression through the origin\n<\/span>model_origin &lt;- lm(height ~ 0 + ., data = df)\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plot(df$circ, df$height, xlab=' <span style=\"color: #ff0000;\">Circumference<\/span> ', ylab=' <span style=\"color: #ff0000;\">Height<\/span> ',\n     cex= <span style=\"color: #008000;\">1.5<\/span> , pch= <span style=\"color: #008000;\">16<\/span> , ylim=c(0.1000), xlim=c(0.100))\n\n<span style=\"color: #008080;\">#add the fitted regression lines to the scatterplot\n<\/span>abline(model, col=' <span style=\"color: #ff0000;\">blue<\/span> ', lwd= <span style=\"color: #008000;\">2<\/span> )\nabline(model_origin, lty=' <span style=\"color: #ff0000;\">dashed<\/span> ', col=' <span style=\"color: #ff0000;\">red<\/span> ', lwd= <span style=\"color: #008000;\">2<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22431\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/origine2.jpg\" alt=\"\u539f\u70b9\u56de\u5e30\" width=\"586\" height=\"371\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u8d64\u3044\u70b9\u7dda\u306f\u539f\u70b9\u3092\u901a\u308b\u56de\u5e30\u30e2\u30c7\u30eb\u3001\u9752\u3044\u5b9f\u7dda\u306f\u901a\u5e38\u306e\u5358\u7d14\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8868\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">R \u3067\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5404\u30e2\u30c7\u30eb\u306e\u4fc2\u6570\u63a8\u5b9a\u5024\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#display coefficients for simple linear regression model\n<\/span>coef(model)\n\n(Intercept) circ \n  40.696971 9.529631 \n\n<span style=\"color: #008080;\">#display coefficients for regression model through the origin<\/span>\ncoef(model_origin)\n\n    circ \n10.10574 \n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u8fd1\u4f3c\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9ad8\u3055 = 40.6969 + 9.5296 (\u5186\u5468)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u539f\u70b9\u3092\u4ecb\u3057\u3066\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u8fd1\u4f3c\u3055\u308c\u305f\u65b9\u7a0b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u9ad8\u3055 = 10.1057 (\u5186\u5468)<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5186\u5468\u5909\u6570\u306e\u4fc2\u6570\u63a8\u5b9a\u5024\u306f\u308f\u305a\u304b\u306b\u7570\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u539f\u70b9\u7d4c\u7531\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f\u4e8b\u9805<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u5207\u7247\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u524d\u306b\u3001\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u5024 0 \u304c\u5fdc\u7b54\u5909\u6570\u306e\u5024 0 \u3092\u610f\u5473\u3059\u308b\u3053\u3068\u3092\u7d76\u5bfe\u306b\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u591a\u304f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u78ba\u5b9f\u306b\u77e5\u308b\u3053\u3068\u306f\u307b\u307c\u4e0d\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001\u539f\u70b9\u3092\u63a8\u5b9a\u3059\u308b\u969b\u306e\u81ea\u7531\u5ea6\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u306b\u539f\u70b9\u3092\u4ecb\u3057\u305f\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u30b5\u30f3\u30d7\u30eb \u30b5\u30a4\u30ba\u304c\u5341\u5206\u306b\u5927\u304d\u3044\u5834\u5408\u306b\u306f\u3001\u5b9f\u8cea\u7684\u306a\u9055\u3044\u304c\u751f\u3058\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u539f\u70b9\u3092\u4ecb\u3057\u305f\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3057\u305f\u5834\u5408\u306f\u3001\u6700\u7d42\u7684\u306a\u5206\u6790\u307e\u305f\u306f\u30ec\u30dd\u30fc\u30c8\u3067\u5fc5\u305a\u305d\u306e\u63a8\u8ad6\u306e\u6982\u8981\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u7dda\u5f62\u56de\u5e30\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u7dda\u5f62\u56de\u5e30-1\/\" target=\"_blank\" rel=\"noopener\">\u5358\u7dda\u5f62\u56de\u5e30\u306e\u6982\u8981<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u91cd\u7dda\u5f62\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">\u91cd\u7dda\u5f62\u56de\u5e30\u306e\u6982\u8981<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u56de\u5e30\u89e3\u91c8\u8868\u3092\u8aad\u3080\/\" target=\"_blank\" rel=\"noopener\">\u56de\u5e30\u8868\u306e\u898b\u65b9\u3068\u89e3\u91c8\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5358\u7d14\u7dda\u5f62\u56de\u5e30\u306f\u30011 \u3064\u4ee5\u4e0a\u306e\u4e88\u6e2c\u5909\u6570\u3068\u5fdc\u7b54\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u3092\u5b9a\u91cf\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u65b9\u6cd5\u3067\u3059\u3002 \u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u6b21\u306e\u5f62\u5f0f\u306b\u306a\u308a\u307e\u3059\u3002 y = \u03b2 0 + \u03b2 1 x \u91d1\uff1a y : \u5fdc\u7b54\u5909\u6570\u306e\u5024 \u03b2 0 : x =  [&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-2517","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>\u539f\u70b9\u3092\u901a\u3057\u305f\u56de\u5e30: \u5b9a\u7fa9\u3068\u4f8b - 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