{"id":629,"date":"2023-07-29T06:44:42","date_gmt":"2023-07-29T06:44:42","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e4%ba%88%e6%b8%ac%e5%80%a4%e6%ae%8b%e5%b7%ae%e5%9b%9e%e5%b8%b0%e7%b5%b1%e8%a8%88\/"},"modified":"2023-07-29T06:44:42","modified_gmt":"2023-07-29T06:44:42","slug":"%e4%ba%88%e6%b8%ac%e5%80%a4%e6%ae%8b%e5%b7%ae%e5%9b%9e%e5%b8%b0%e7%b5%b1%e8%a8%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e4%ba%88%e6%b8%ac%e5%80%a4%e6%ae%8b%e5%b7%ae%e5%9b%9e%e5%b8%b0%e7%b5%b1%e8%a8%88\/","title":{"rendered":"Stata\u3067\u4e88\u6e2c\u5024\u3068\u6b8b\u5dee\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u91cd\u56de\u5e30\u7d71\u8a08\/\" target=\"_blank\" rel=\"noopener\">\u7dda\u5f62\u56de\u5e30\u306f<\/a>\u30011 \u3064\u4ee5\u4e0a\u306e\u8aac\u660e\u5909\u6570\u3068\u5fdc\u7b54\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u7dda\u5f62\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u8aac\u660e\u5909\u6570\u306e\u5024\u3092\u8003\u616e\u3057\u3066\u5fdc\u7b54\u5909\u6570\u306e\u5024\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u56de\u5e30\u5f0f\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u4e88\u6e2c\u5024\u3068\u5b9f\u969b\u306e\u5024\u306e\u5dee\u3092\u6e2c\u5b9a\u3057\u3066\u3001\u5404\u4e88\u6e2c\u306e<strong>\u6b8b\u5dee<\/strong>\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u304c\u5fdc\u7b54\u5024\u3092\u3069\u306e\u7a0b\u5ea6\u6b63\u78ba\u306b\u4e88\u6e2c\u3059\u308b\u304b\u3092\u628a\u63e1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Stata \u3067\u56de\u5e30\u30e2\u30c7\u30eb\u306e<strong>\u4e88\u6e2c\u5024<\/strong>\u3068<strong>\u6b8b\u5dee\u306e<\/strong>\u4e21\u65b9\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b: \u4e88\u6e2c\u5024\u3068\u6b8b\u5dee\u306e\u53d6\u5f97\u65b9\u6cd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u3053\u306e\u4f8b\u3067\u306f\u3001 <em>auto<\/em>\u3068\u3044\u3046\u7d44\u307f\u8fbc\u307f\u306e Stata \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u8aac\u660e\u5909\u6570\u3068\u3057\u3066<em>mpg<\/em>\u3068<em>\u5909\u4f4d\u3092<\/em>\u4f7f\u7528\u3057\u3001\u5fdc\u7b54\u5909\u6570\u3068\u3057\u3066<em>\u4fa1\u683c<\/em>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u624b\u9806\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u3092\u5b9f\u884c\u3057\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u5024\u3068\u6b8b\u5dee\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3057\u3066\u8868\u793a\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u30b7\u30b9\u30c6\u30e0\u306e\u81ea\u52d5\u4f7f\u7528<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u7c21\u5358\u306a\u6982\u8981\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u8981\u7d04\u3059\u308b<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5974 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata1.png\" alt=\"Stata \u3067\u6ce8\u6587\u3092\u8981\u7d04\u3059\u308b\" width=\"520\" height=\"366\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u56de\u5e30\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306b\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u5f53\u3066\u306f\u3081\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u56de\u5e30\u4fa1\u683c mpg \u5909\u4f4d<\/strong><\/span><\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5975 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata2.png\" alt=\"Stata \u3067\u306e\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u51fa\u529b\" width=\"565\" height=\"266\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u63a8\u5b9a\u3055\u308c\u308b\u56de\u5e30\u5f0f\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u63a8\u5b9a\u4fa1\u683c = 6672.766 -121.1833*(mpg) + 10.50885*(\u6392\u6c17\u91cf)<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u4e88\u6e2c\u5024\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e88\u6e2c\u5024\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001 <strong>predict<\/strong>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3001\u3053\u308c\u3089\u306e\u5024\u3092\u4efb\u610f\u306e\u540d\u524d\u306e\u5909\u6570\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001 <strong>pred_price \u3068\u3044\u3046<\/strong>\u540d\u524d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pred_price \u3092\u4e88\u6e2c\u3059\u308b<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\"><strong>list<\/strong>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5b9f\u969b\u306e\u4fa1\u683c\u3068\u4e88\u6e2c\u4fa1\u683c\u3092\u4e26\u3079\u3066\u8868\u793a\u3067\u304d\u307e\u3059\u3002\u4e88\u6e2c\u5024\u306f\u5408\u8a08 74 \u500b\u3042\u308a\u307e\u3059\u304c\u3001 <strong>in 1\/10<\/strong>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u6700\u521d\u306e 10 \u500b\u3060\u3051\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u5b9a\u4fa1 pred_price (1\/10)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5976 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata3.png\" alt=\"Stata\u306e\u56de\u5e30\u306b\u304a\u3051\u308b\u5b9f\u969b\u306e\u5024\u3068\u4e88\u6e2c\u5024\" width=\"263\" height=\"361\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 4: \u6b8b\u7559\u7269\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u6b8b\u5dee<\/strong>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3001\u3053\u308c\u3089\u306e\u5024\u3092\u4efb\u610f\u306e\u540d\u524d\u306e\u5909\u6570\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u5404\u4e88\u6e2c\u306e\u6b8b\u5dee\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001 <strong>resid_price<\/strong>\u3068\u3044\u3046\u540d\u524d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u5c45\u4f4f\u4fa1\u683c\u3001\u6b8b\u5dee\u3092\u4e88\u6e2c\u3059\u308b<\/strong><\/span><\/p>\n<\/blockquote>\n<p><span style=\"color: #000000;\"><strong>list<\/strong>\u30b3\u30de\u30f3\u30c9\u3092\u518d\u5ea6\u4f7f\u7528\u3059\u308b\u3068\u3001\u5b9f\u969b\u306e\u4fa1\u683c\u3001\u4e88\u60f3\u4fa1\u683c\u3001\u6b8b\u5dee\u3092\u4e26\u3079\u3066\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u5b9a\u4fa1 pred_price resid_price (1\/10)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5977 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata4.png\" alt=\"Stata \u306e\u6b8b\u5dee\u3068\u4e88\u6e2c\u5024\" width=\"347\" height=\"355\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 5: \u6b8b\u5dee\u306b\u5bfe\u3059\u308b\u4e88\u6e2c\u5024\u306e\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u6700\u5f8c\u306b\u3001\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3057\u3066\u3001\u4e88\u6e2c\u5024\u3068\u6b8b\u5dee\u306e\u95a2\u4fc2\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<blockquote>\n<p><span style=\"color: #000000;\"><strong>\u5206\u6563 reside_price pred_price<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5978 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata5.png\" alt=\"Stata \u3067\u306e\u6b8b\u5dee\u3068\u4e88\u6e2c\u5024\u306e\u30d7\u30ed\u30c3\u30c8\" width=\"501\" height=\"364\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u5e73\u5747\u3057\u3066\u3001\u8fd1\u4f3c\u5024\u304c\u5897\u52a0\u3059\u308b\u306b\u3064\u308c\u3066\u6b8b\u5dee\u304c\u5897\u52a0\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6b8b\u5dee\u306e\u5206\u5e03\u304c\u5404\u5fdc\u7b54\u30ec\u30d9\u30eb\u3067\u4e00\u5b9a\u3067\u306f\u306a\u3044\u5834\u5408\u3001<a href=\"https:\/\/statorials.org\/ja\/\u4e0d\u5747\u4e00\u5206\u6563\u6027\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">\u4e0d\u5747\u4e00\u5206\u6563\u6027<\/a>\u306e\u5146\u5019\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ja\/\u30d5\u3099\u30ea\u30e5\u30fc\u30b7\u30e5\u7570\u6559\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u30c6\u30b9\u30c8\/\" target=\"_blank\" rel=\"noopener\">Breusch-Pagan \u30c6\u30b9\u30c8<\/a>\u3092\u4f7f\u7528\u3057\u3066\u4e0d\u5747\u4e00\u5206\u6563\u6027\u3092\u6b63\u5f0f\u306b\u30c6\u30b9\u30c8\u3057\u3001<a href=\"https:\/\/statorials.org\/ja\/\u5805\u7262\u306a\u6a19\u6e96\u8aa4\u5dee\u7d71\u8a08\/\" target=\"_blank\" rel=\"noopener\">\u5805\u7262\u306a\u6a19\u6e96\u8aa4\u5dee<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u306b\u5bfe\u51e6\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7dda\u5f62\u56de\u5e30\u306f\u30011 \u3064\u4ee5\u4e0a\u306e\u8aac\u660e\u5909\u6570\u3068\u5fdc\u7b54\u5909\u6570\u306e\u9593\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u65b9\u6cd5\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u7dda\u5f62\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u8aac\u660e\u5909\u6570\u306e\u5024\u3092\u8003\u616e\u3057\u3066\u5fdc\u7b54\u5909\u6570\u306e\u5024\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u56de\u5e30\u5f0f\u304c\u5f97\u3089\u308c\u307e\u3059\u3002 \u6b21\u306b\u3001 [&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-629","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>Stata \u3067\u4e88\u6e2c\u5024\u3068\u6b8b\u5dee\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" 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