{"id":309,"date":"2023-08-02T16:52:39","date_gmt":"2023-08-02T16:52:39","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%9b%9e%e5%b8%b0%e4%bf%82%e6%95%b0\/"},"modified":"2023-08-02T16:52:39","modified_gmt":"2023-08-02T16:52:39","slug":"%e5%9b%9e%e5%b8%b0%e4%bf%82%e6%95%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%9b%9e%e5%b8%b0%e4%bf%82%e6%95%b0\/","title":{"rendered":"\u56de\u5e30\u4fc2\u6570"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u56de\u5e30\u4fc2\u6570\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u56de\u5e30\u4fc2\u6570\u306e\u8a08\u7b97\u65b9\u6cd5\u3068\u305d\u306e\u5024\u306e\u89e3\u91c8\u65b9\u6cd5\u304c\u308f\u304b\u308a\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-coeficiente-de-regresion\"><\/span>\u56de\u5e30\u4fc2\u6570\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u56de\u5e30\u4fc2\u6570\u306f<\/strong>\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u5404\u8aac\u660e\u5909\u6570\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u5024\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u56de\u5e30\u4fc2\u6570\u306f\u3001\u5404\u8aac\u660e\u5909\u6570\u304c\u56de\u5e30\u4fc2\u6570\u306b\u5bfe\u5fdc\u3059\u308b\u3088\u3046\u306b\u3001\u56de\u5e30\u5f0f\u306e\u8aac\u660e\u5909\u6570\u306b\u4e57\u7b97\u3057\u305f\u5024\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u304b\u3089\u5f97\u3089\u308c\u308b\u5f0f\u304c y=3+2x <sub>1<\/sub> -7x <sub>2<\/sub>\u3067\u3042\u308b\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u56de\u5e30\u4fc2\u6570\u306f 3\u30012\u3001\u304a\u3088\u3073 -7 \u306b\u306a\u308a\u307e\u3059\u3002\u5f0f (3) \u306e\u5b9a\u6570\u306f\u3001\u5909\u6570\u3092\u4e57\u7b97\u3057\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u56de\u5e30\u4fc2\u6570\u3068\u3082\u307f\u306a\u3055\u308c\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-3e0b8b843c03868db62f87256174dd6b_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"y=\\color{blue}\\bm{3}\\color{black}+\\color{blue}\\bm{2}\\color{black}x_1\\color{blue}\\bm{-7}\\color{black}x_2\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"345\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u306f\u3001\u8aac\u660e\u5909\u6570 (\u307e\u305f\u306f\u72ec\u7acb\u5909\u6570) \u306b\u30e2\u30c7\u30eb\u65b9\u7a0b\u5f0f\u306e\u5b9a\u6570\u306b\u5bfe\u5fdc\u3059\u308b 1 \u3092\u52a0\u3048\u305f\u3082\u306e\u3068\u540c\u6570\u306e\u56de\u5e30\u4fc2\u6570\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u56de\u5e30\u4fc2\u6570\u306f\u72ec\u7acb\u5909\u6570\u3068\u5f93\u5c5e\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u3092\u793a\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u56de\u5e30\u4fc2\u6570\u304c\u6b63\u306e\u5834\u5408\u3001\u72ec\u7acb\u5909\u6570\u304c\u5897\u52a0\u3059\u308b\u3068\u5f93\u5c5e\u5909\u6570\u3082\u5897\u52a0\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u95a2\u4fc2\u306f\u5fc5\u305a\u3057\u3082\u76f4\u63a5\u7684\u3067\u3042\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u3067\u306f\u3001\u56de\u5e30\u4fc2\u6570\u3092\u89e3\u91c8\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"formula-del-coeficiente-de-regresion\"><\/span>\u56de\u5e30\u4fc2\u6570\u306e\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u306e\u5834\u5408\u3001\u65b9\u7a0b\u5f0f\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-59539ee9a2d30ec4b1a2f75658c2123e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"y=b_0+b_1\\cdot x\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"108\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u30e2\u30c7\u30eb\u306e 2 \u3064\u306e\u56de\u5e30\u4fc2\u6570\u3092\u8a08\u7b97\u3059\u308b\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-f4582a02500f36499fc60647a4dd5869_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"b_1=\\cfrac{\\displaystyle \\sum_{i=1}^n (x_i-\\overline{x})(y_i-\\overline{y})}{\\displaystyle \\sum_{i=1}^n (x_i-\\overline{x})^2}\" title=\"Rendered by QuickLaTeX.com\" height=\"107\" width=\"190\" style=\"vertical-align: -49px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-369b22bafb2489dc46579d38f5ac6917_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"b_0=\\overline{y}-b_1\\overline{x}\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"96\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>\u6b21\u306e\u30ea\u30f3\u30af\u3067\u3001\u56de\u5e30\u4fc2\u6570\u304c\u8a08\u7b97\u3055\u308c\u308b\u89e3\u6c7a\u6e08\u307f\u306e\u554f\u984c\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002 <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\/\">\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u306e\u6f14\u7fd2\u304c\u89e3\u6c7a\u3055\u308c\u307e\u3057\u305f<\/a><\/div>\n<p>\u91cd\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u56de\u5e30\u4fc2\u6570\u3092\u8a08\u7b97\u3059\u308b\u5834\u5408\u306f\u3001\u5f0f\u304c\u975e\u5e38\u306b\u8907\u96d1\u306b\u306a\u308b\u305f\u3081\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u306e\u304c\u6700\u5584\u3067\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"interpretacion-del-coeficiente-de-regresion\"><\/span>\u56de\u5e30\u4fc2\u6570\u306e\u89e3\u91c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7d71\u8a08\u306b\u304a\u3051\u308b\u56de\u5e30\u4fc2\u6570\u3068\u306f\u4f55\u304b\u3001\u307e\u305f\u305d\u306e\u8a08\u7b97\u65b9\u6cd5\u306f\u308f\u304b\u3063\u305f\u306e\u3067\u3001\u56de\u5e30\u4fc2\u6570\u304c\u3069\u306e\u3088\u3046\u306b\u89e3\u91c8\u3055\u308c\u308b\u304b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5909\u6570\u306e<strong>\u56de\u5e30\u4fc2\u6570\u306e\u89e3\u91c8\u306f<\/strong>\u7c21\u5358\u3067\u3059\u3002\u6b8b\u308a\u306e\u8aac\u660e\u5909\u6570\u304c\u4e00\u5b9a\u306e\u307e\u307e\u3067\u3042\u308c\u3070\u3001\u8aac\u660e\u5909\u6570\u306e\u5897\u52a0\u306f\u3001\u305d\u306e\u4fc2\u6570\u306e\u7b26\u53f7\u304c\u6b63\u3067\u3042\u308b\u304b\u6b63\u3067\u3042\u308b\u304b\u306b\u5fdc\u3058\u3066\u5f93\u5c5e\u5909\u6570\u306e\u5897\u52a0\u307e\u305f\u306f\u6e1b\u5c11\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u30dd\u30b8\u30c6\u30a3\u30d6\u3002\u305d\u308c\u305e\u308c\u30de\u30a4\u30ca\u30b9\u3067\u3059\u3002 \u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u8aac\u660e\u5909\u6570\u306e\u56de\u5e30\u4fc2\u6570\u304c\u6b63\u3067\u3042\u308c\u3070\u3001\u305d\u306e\u5909\u6570\u3068\u5f93\u5c5e\u5909\u6570\u306b\u306f\u6b63\u306e\u76f8\u95a2\u304c\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u4fc2\u6570\u304c\u8ca0\u306e\u5834\u5408\u3001\u72ec\u7acb\u5909\u6570\u3068\u5f93\u5c5e\u5909\u6570\u306b\u8ca0\u306e\u76f8\u95a2\u304c\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u3059\u3079\u3066\u3001\u8aac\u660e\u5909\u6570\u9593\u306b\u76f8\u4e92\u4f5c\u7528\u304c\u306a\u3044\u5834\u5408\u3001\u3064\u307e\u308a\u30011 \u3064\u306e\u8aac\u660e\u5909\u6570\u304c\u5909\u5316\u3057\u3066\u3082\u4ed6\u306e\u5909\u6570\u304c\u4e00\u5b9a\u306e\u307e\u307e\u3067\u3042\u308b\u5834\u5408\u306b\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002\u305d\u308c\u4ee5\u5916\u306e\u5834\u5408\u306f\u3001\u8aac\u660e\u5909\u6570\u3068\u5fdc\u7b54\u5909\u6570\u306e\u95a2\u4fc2\u3092\u3088\u308a\u8a73\u7d30\u306b\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u8a18\u4e8b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u76f8\u95a2\u95a2\u4fc2\u306e\u7a2e\u985e\/\">\u76f8\u95a2\u95a2\u4fc2\u306e\u30bf\u30a4\u30d7<\/a><\/div>\n<p>\u3055\u3089\u306b\u3001\u56de\u5e30\u4fc2\u6570\u3092\u5206\u6790\u3059\u308b\u3068\u304d\u306f\u3001\u5bfe\u5fdc\u3059\u308b\u5909\u6570\u304c\u7dda\u5f62\u3067\u3042\u308b\u304b\u975e\u7dda\u5f62\u3067\u3042\u308b\u304b\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u5909\u6570\u304c\u975e\u7dda\u5f62\u3067\u3042\u308b\u5834\u5408\u3001\u5909\u6570\u306e\u5024\u306e\u5909\u5316\u306f\u5fdc\u7b54\u5909\u6570\u306b\u7570\u306a\u308b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u30012\u6b21\u5909\u6570\u306f\u8ca0\u306e\u5024\u3092\u6b63\u306e\u5024\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u30012\u6b21\u5909\u6570\u304c\u8ca0\u3067\u3042\u308b\u307b\u3069\u5fdc\u7b54\u5909\u6570\u306f\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-regresion-y-coeficiente-de-determinacion\"><\/span>\u56de\u5e30\u4fc2\u6570\u3068\u6c7a\u5b9a\u4fc2\u6570<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u3001\u56de\u5e30\u4fc2\u6570\u3068\u6c7a\u5b9a\u4fc2\u6570\u306e\u9055\u3044\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u91cd\u8981\u306a 2 \u3064\u306e\u4fc2\u6570\u3067\u3042\u308a\u3001\u305d\u306e\u610f\u5473\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u6c7a\u5b9a\u4fc2\u6570 (R <sup>2<\/sup> ) 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border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u6c7a\u5b9a\u4fc2\u6570-r-\u306e-2-\u4e57\/\">\u6c7a\u5b9a\u4fc2\u6570<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b\u56de\u5e30\u4fc2\u6570\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u56de\u5e30\u4fc2\u6570\u306e\u8a08\u7b97\u65b9\u6cd5\u3068\u305d\u306e\u5024\u306e\u89e3\u91c8\u65b9\u6cd5\u304c\u308f\u304b\u308a\u307e\u3059\u3002 \u56de\u5e30\u4fc2\u6570\u3068\u306f\u4f55\u3067\u3059\u304b? \u56de\u5e30\u4fc2\u6570\u306f\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u5404\u8aac\u660e\u5909\u6570\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u5024\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u56de\u5e30 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