{"id":1191,"date":"2023-07-27T08:26:08","date_gmt":"2023-07-27T08:26:08","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/"},"modified":"2023-07-27T08:26:08","modified_gmt":"2023-07-27T08:26:08","slug":"%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/","title":{"rendered":"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u901a\u5e38\u306e<a href=\"https:\/\/statorials.org\/ja\/\u91cd\u7dda\u5f62\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u91cd\u7dda\u5f62\u56de\u5e30<\/a>\u3067\u306f\u3001 <em>p \u500b<\/em>\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u30bb\u30c3\u30c8\u3068<a href=\"https:\/\/statorials.org\/ja\/\u5909\u6570\u306e\u8aac\u660e\u5fdc\u7b54\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u5fdc\u7b54\u5909\u6570<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u5f62\u5f0f\u306e\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Y = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> X <sub>1<\/sub> <sub>+<\/sub> \u03b2 <sub>2<\/sub> X <sub>2<\/sub> + \u2026 + \u03b2 <sub>p<\/sub><\/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<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>X <sub>j<\/sub><\/strong> : j<sup>\u756a\u76ee\u306e<\/sup>\u4e88\u6e2c\u5909\u6570<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u03b2 <sub>j<\/sub><\/strong> : \u4ed6\u306e\u3059\u3079\u3066\u306e\u4e88\u6e2c\u5b50\u3092\u56fa\u5b9a\u3057\u305f\u307e\u307e\u3001X <sub>j<\/sub>\u306e 1 \u5358\u4f4d\u5897\u52a0\u304c Y \u306b\u4e0e\u3048\u308b\u5e73\u5747\u52b9\u679c<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u03b5<\/strong> : \u8aa4\u5dee\u9805<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u03b2 <sub>0<\/sub> \u3001\u03b2 <sub>1<\/sub> \u3001B <sub>2<\/sub> \u3001\u2026\u3001\u03b2 <sub>p<\/sub>\u306e\u5024\u306f\u3001\u6b8b\u5dee\u306e\u4e8c\u4e57\u548c (RSS) \u3092\u6700\u5c0f\u5316\u3059\u308b<strong>\u6700\u5c0f\u4e8c\u4e57\u6cd5<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u9078\u629e\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>RSS = \u03a3(y <sub>i<\/sub> \u2013 \u0177 <sub>i<\/sub> ) <sup>2<\/sup><\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u03a3<\/strong> : \u548c\u3092\u610f\u5473\u3059\u308b\u30ae\u30ea\u30b7\u30e3\u8a9e\u306e<em>\u8a18\u53f7<\/em><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>y <sub>i<\/sub><\/strong> : <sup>i \u756a\u76ee\u306e<\/sup>\u89b3\u6e2c\u5024\u306e\u5b9f\u969b\u306e\u5fdc\u7b54\u5024<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0177 <sub>i<\/sub><\/strong> : \u91cd\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u304f\u4e88\u6e2c\u5fdc\u7b54\u5024<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001\u4e88\u6e2c\u5909\u6570\u306e\u76f8\u95a2\u6027\u304c\u9ad8\u3044\u5834\u5408\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u591a\u91cd\u5171\u7dda\u6027\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u91cd\u5171\u7dda\u6027\u304c<\/a>\u554f\u984c\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306e\u4fc2\u6570\u63a8\u5b9a\u306e\u4fe1\u983c\u6027\u304c\u4f4e\u304f\u306a\u308a\u3001\u5927\u304d\u306a\u5206\u6563\u304c\u793a\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u3092\u30e2\u30c7\u30eb\u304b\u3089\u5b8c\u5168\u306b\u524a\u9664\u305b\u305a\u306b\u3053\u306e\u554f\u984c\u3092\u56de\u907f\u3059\u308b 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001<strong>\u30ea\u30c3\u30b8\u56de\u5e30<\/strong>\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u65b9\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001\u4ee3\u308f\u308a\u306b\u4ee5\u4e0b\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>RSS + \u03bb\u03a3\u03b2 <sub>j<\/sub> <sup>2<\/sup><\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u3053\u3067<em>\u3001j \u306f<\/em>1 \u304b\u3089<em>p<\/em>\u307e\u3067\u5909\u5316\u3057\u3001<\/span> <span style=\"color: #000000;\">\u03bb \u2265 0 \u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u65b9\u7a0b\u5f0f\u306e\u3053\u306e 2 \u756a\u76ee\u306e\u9805\u306f\u3001<em>\u64a4\u9000\u30da\u30ca\u30eb\u30c6\u30a3<\/em>\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03bb = 0 \u306e\u5834\u5408\u3001\u3053\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u9805\u306f\u52b9\u679c\u304c\u306a\u304f\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306f\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3068\u540c\u3058\u4fc2\u6570\u63a8\u5b9a\u5024\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u03bb \u304c\u7121\u9650\u5927\u306b\u8fd1\u3065\u304f\u3068\u3001\u53ce\u7e2e\u30da\u30ca\u30eb\u30c6\u30a3\u306e\u5f71\u97ff\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u56de\u5e30\u4fc2\u6570\u306e\u30d4\u30fc\u30af\u63a8\u5b9a\u5024\u306f\u30bc\u30ed\u306b\u8fd1\u3065\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e00\u822c\u306b\u3001\u30e2\u30c7\u30eb\u5185\u3067\u6700\u3082\u5f71\u97ff\u529b\u306e\u5c11\u306a\u3044\u4e88\u6e2c\u5b50\u5909\u6570\u306f\u3001\u6700\u3082\u901f\u304f\u30bc\u30ed\u306b\u5411\u304b\u3063\u3066\u6e1b\u5c11\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u7406\u7531<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30\u306b\u5bfe\u3059\u308b\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u5229\u70b9\u306f\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u30cf\u3099\u30a4\u30a2\u30b9\u5206\u6563\u306e\u59a5\u5354\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d0\u30a4\u30a2\u30b9\u3068\u5206\u6563\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5<\/a>\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE) \u306f\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u3067\u3042\u308a\u3001\u6b21\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u308b\u3053\u3068\u3092\u601d\u3044\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">MSE = Var( <em class=\"ph i\">f\u0302(<\/em> x <sub>0<\/sub> )) + [\u30d0\u30a4\u30a2\u30b9( <em class=\"ph i\">f\u0302(<\/em> x <sub>0<\/sub> ))] <sup>2<\/sup> + Var(\u03b5)<\/span><\/p>\n<p> <span style=\"color: #000000;\">MSE = \u5206\u6563 + \u30d0\u30a4\u30a2\u30b9<sup>2<\/sup> + \u65e2\u7d04\u8aa4\u5dee<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306f\u3001\u5206\u6563\u3092\u5927\u5e45\u306b\u4f4e\u6e1b\u3067\u304d\u308b\u3088\u3046\u306b\u5c0f\u3055\u306a\u30d0\u30a4\u30a2\u30b9\u3092\u5c0e\u5165\u3057\u3001\u5168\u4f53\u7684\u306a MSE \u3092\u4e0b\u3052\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u3001\u6b21\u306e\u30b0\u30e9\u30d5\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11851 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/crete1.png\" alt=\"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u30d0\u30a4\u30a2\u30b9\u3068\u5206\u6563\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\" width=\"468\" height=\"341\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u03bb \u304c\u5897\u52a0\u3059\u308b\u3068\u3001\u30d0\u30a4\u30a2\u30b9\u304c\u308f\u305a\u304b\u306b\u5897\u52a0\u3059\u308b\u3060\u3051\u3067\u5206\u6563\u304c\u5927\u5e45\u306b\u6e1b\u5c11\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305f\u3060\u3057\u3001\u3042\u308b\u70b9\u3092\u8d85\u3048\u308b\u3068\u3001\u5206\u6563\u306e\u6e1b\u5c11\u901f\u5ea6\u304c\u920d\u304f\u306a\u308a\u3001\u4fc2\u6570\u306e\u6e1b\u5c11\u306b\u3088\u308a\u4fc2\u6570\u304c\u5927\u5e45\u306b\u904e\u5c0f\u8a55\u4fa1\u3055\u308c\u3001\u30d0\u30a4\u30a2\u30b9\u304c\u6025\u6fc0\u306b\u5897\u52a0\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30b0\u30e9\u30d5\u304b\u3089\u3001\u30d0\u30a4\u30a2\u30b9\u3068\u5206\u6563\u306e\u9593\u306e\u6700\u9069\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u751f\u307f\u51fa\u3059 \u03bb \u306e\u5024\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u30c6\u30b9\u30c8\u306e MSE \u304c\u6700\u3082\u4f4e\u304f\u306a\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03bb = 0 \u306e\u5834\u5408\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u9805\u306f\u52b9\u679c\u304c\u306a\u3044\u305f\u3081\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3068\u540c\u3058\u4fc2\u6570\u63a8\u5b9a\u5024\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u03bb \u3092\u7279\u5b9a\u306e\u70b9\u307e\u3067\u5897\u3084\u3059\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30c6\u30b9\u30c8\u5168\u4f53\u306e MSE \u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11852 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/crete2.png\" alt=\"\u30ea\u30c3\u30b8\u56de\u5e30\u30c6\u30b9\u30c8 MSE \u306e\u4f4e\u6e1b\" width=\"529\" height=\"378\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3088\u308b\u30e2\u30c7\u30eb \u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306e\u65b9\u304c\u3001\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30\u306b\u3088\u308b\u30e2\u30c7\u30eb \u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3088\u308a\u3082\u5c0f\u3055\u306a\u30c6\u30b9\u30c8\u8aa4\u5dee\u304c\u751f\u3058\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5b9f\u969b\u306b\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u624b\u9806<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u624b\u9806\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 1: \u4e88\u6e2c\u5b50\u5909\u6570\u306e\u76f8\u95a2\u884c\u5217\u3068 VIF \u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305a\u3001 <a href=\"https:\/\/statorials.org\/ja\/\u76f8\u95a2\u884c\u5217\u306e\u898b\u65b9\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u76f8\u95a2\u884c\u5217<\/a>\u3092\u4f5c\u6210\u3057\u3001\u5404\u4e88\u6e2c\u5909\u6570\u306e<a href=\"https:\/\/statorials.org\/ja\/\u591a\u91cd\u5171\u7dda\u6027\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">VIF (\u5206\u6563\u81a8\u5f35\u4fc2\u6570) \u5024\u3092<\/a>\u8a08\u7b97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e88\u6e2c\u5909\u6570\u3068\u9ad8\u3044 VIF \u5024\u306e\u9593\u306b\u5f37\u3044\u76f8\u95a2\u95a2\u4fc2\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408 (\u4e00\u90e8\u306e\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u300c\u9ad8\u3044\u300dVIF \u5024\u3092 5 \u3068\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4ed6\u306e\u30c6\u30ad\u30b9\u30c8\u3067\u306f 10 \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059)\u3001\u304a\u305d\u3089\u304f\u30ea\u30c3\u30b8\u56de\u5e30\u304c\u9069\u5207\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u306b\u591a\u91cd\u5171\u7dda\u6027\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u305d\u3082\u305d\u3082\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4ee3\u308f\u308a\u306b\u3001\u901a\u5e38\u306e\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 2: \u5404\u4e88\u6e2c\u5909\u6570\u3092\u6a19\u6e96\u5316\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u5404\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u5e73\u5747\u304c 0\u3001\u6a19\u6e96\u504f\u5dee\u304c 1 \u306b\u306a\u308b\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u5b9f\u884c\u6642\u306b\u5358\u4e00\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u304c\u904e\u5270\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3055\u306a\u3044\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u30b9\u30c6\u30c3\u30d7 3: \u30ea\u30c3\u30b8\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u3001\u03bb \u306e\u5024\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03bb \u306b\u3069\u306e\u5024\u3092\u4f7f\u7528\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u6b63\u78ba\u306a\u516c\u5f0f\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u306f\u3001\u03bb \u3092\u9078\u629e\u3059\u308b\u306b\u306f 2 \u3064\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(1) \u30ea\u30c3\u30b8\u30c8\u30ec\u30fc\u30b9\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/strong>\u3053\u308c\u306f\u3001\u03bb\u304c\u7121\u9650\u5927\u306b\u5411\u304b\u3063\u3066\u5897\u52a0\u3059\u308b\u3068\u304d\u306e\u4fc2\u6570\u63a8\u5b9a\u5024\u306e\u5024\u3092\u8996\u899a\u5316\u3057\u305f\u30b0\u30e9\u30d5\u3067\u3059\u3002\u901a\u5e38\u3001\u307b\u3068\u3093\u3069\u306e\u4fc2\u6570\u63a8\u5b9a\u5024\u304c\u5b89\u5b9a\u3057\u59cb\u3081\u308b\u5024\u3068\u3057\u3066 \u03bb \u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11853 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/crete3.png\" alt=\"\u5c3e\u6839\u8de1\" width=\"539\" height=\"389\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>(2) \u03bb \u306e\u5404\u5024\u306b\u5bfe\u3059\u308b MSE \u30c6\u30b9\u30c8\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u03bb \u3092\u9078\u629e\u3059\u308b\u3082\u3046 1 \u3064\u306e\u65b9\u6cd5\u306f\u3001\u3055\u307e\u3056\u307e\u306a \u03bb \u306e\u5024\u3092\u4f7f\u7528\u3057\u3066\u5404\u30e2\u30c7\u30eb\u306e\u30c6\u30b9\u30c8 MSE \u3092\u5358\u7d14\u306b\u8a08\u7b97\u3057\u3001\u6700\u3082\u4f4e\u3044\u30c6\u30b9\u30c8 MSE \u3092\u751f\u6210\u3059\u308b\u5024\u3068\u3057\u3066 \u03bb \u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u9577\u6240\u3068\u77ed\u6240<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6700\u5927\u306e<strong>\u5229\u70b9<\/strong>\u306f\u3001\u591a\u91cd\u5171\u7dda\u6027\u304c\u5b58\u5728\u3059\u308b\u5834\u5408\u306b\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3088\u308a\u3082\u4f4e\u3044\u691c\u5b9a\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee (MSE) \u3092\u751f\u6210\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3060\u3057\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6700\u5927\u306e<strong>\u6b20\u70b9<\/strong>\u306f\u3001\u6700\u7d42\u30e2\u30c7\u30eb\u306b\u3059\u3079\u3066\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3001\u5909\u6570\u9078\u629e\u3092\u5b9f\u884c\u3067\u304d\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u4e00\u90e8\u306e\u4e88\u6e2c\u5909\u6570\u306f\u30bc\u30ed\u306b\u975e\u5e38\u306b\u8fd1\u304f\u6e1b\u5c11\u3059\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u306e\u89e3\u91c8\u304c\u56f0\u96e3\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u5b9f\u969b\u306b\u306f\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306f\u6700\u5c0f\u4e8c\u4e57\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3088\u308a\u9069\u5207\u306a\u4e88\u6e2c\u304c\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u306e\u304c\u3088\u308a\u56f0\u96e3\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u3068\u4e88\u6e2c\u7cbe\u5ea6\u306e\u3069\u3061\u3089\u304c\u91cd\u8981\u3067\u3042\u308b\u304b\u306b\u5fdc\u3058\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u901a\u5e38\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u307e\u305f\u306f\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u4f7f\u7528\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u3068 Python \u306e\u30ea\u30c3\u30b8\u56de\u5e30<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b 2 \u3064\u306e\u8a00\u8a9e\u3067\u3042\u308b R \u3068 Python \u3067\u30ea\u30c3\u30b8\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><a href=\"https:\/\/statorials.org\/ja\/r-\u3066\u3099\u306e\u5c71\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u3067\u306e\u30ea\u30c3\u30b8\u56de\u5e30 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)<\/a><br \/> <a href=\"https:\/\/statorials.org\/ja\/python\u306e\u30af\u30ec\u30b9\u30c8\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener noreferrer\">Python \u3067\u306e\u30ea\u30c3\u30b8\u56de\u5e30 (\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u901a\u5e38\u306e\u91cd\u7dda\u5f62\u56de\u5e30\u3067\u306f\u3001 p \u500b\u306e\u4e88\u6e2c\u5b50\u5909\u6570\u306e\u30bb\u30c3\u30c8\u3068\u5fdc\u7b54\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u5f62\u5f0f\u306e\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3057\u307e\u3059\u3002 Y = \u03b2 0 + \u03b2 1 X 1 + \u03b2 2 X 2 + \u2026 + \u03b2 p \u91d1\uff1a Y : \u5fdc\u7b54\u5909\u6570 X j : j\u756a [&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-1191","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>\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/\u5c3e\u6839\u306e\u5f8c\u9000\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ja\/\u5c3e\u6839\u306e\u5f8c\u9000\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T08:26:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/crete1.png\" \/>\n<meta name=\"author\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/\",\"url\":\"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/\",\"name\":\"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ja\/#website\"},\"datePublished\":\"2023-07-27T08:26:08+00:00\",\"dateModified\":\"2023-07-27T08:26:08+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\"},\"description\":\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u5bb6\",\"item\":\"https:\/\/statorials.org\/ja\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ja\/#website\",\"url\":\"https:\/\/statorials.org\/ja\/\",\"name\":\"Statorials\",\"description\":\"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ja\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83\",\"name\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb\"},\"description\":\"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b\",\"sameAs\":[\"http:\/\/statorials.org\/ja\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08","description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ja\/\u5c3e\u6839\u306e\u5f8c\u9000\/","og_locale":"ja_JP","og_type":"article","og_title":"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08","og_description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002","og_url":"https:\/\/statorials.org\/ja\/\u5c3e\u6839\u306e\u5f8c\u9000\/","og_site_name":"Statorials","article_published_time":"2023-07-27T08:26:08+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/crete1.png"}],"author":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/","url":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/","name":"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981 - \u7d71\u8a08","isPartOf":{"@id":"https:\/\/statorials.org\/ja\/#website"},"datePublished":"2023-07-27T08:26:08+00:00","dateModified":"2023-07-27T08:26:08+00:00","author":{"@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83"},"description":"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u8aac\u660e\u3068\u4f8b\u3092\u542b\u3081\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ja\/%e5%b0%be%e6%a0%b9%e3%81%ae%e5%be%8c%e9%80%80\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u5bb6","item":"https:\/\/statorials.org\/ja\/"},{"@type":"ListItem","position":2,"name":"\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u6982\u8981"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ja\/#website","url":"https:\/\/statorials.org\/ja\/","name":"Statorials","description":"\u7d71\u8a08\u80fd\u529b\u3078\u306e\u30ac\u30a4\u30c9","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ja\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/86b92d2dd87368b26360d19d9c6a5d83","name":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/statorials.org\/ja\/#\/schema\/person\/image\/","url":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"http:\/\/statorials.org\/ja\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30bd\u30f3\u535a\u58eb"},"description":"\u79c1\u306f\u30d9\u30f3\u30b8\u30e3\u30df\u30f3\u3067\u3059\u3002\u9000\u8077\u3057\u305f\u7d71\u8a08\u6559\u6388\u304b\u3089\u3001\u5c02\u4efb\u306e Statorials \u6559\u80b2\u8005\u306b\u306a\u308a\u307e\u3057\u305f\u3002 \u7d71\u8a08\u5206\u91ce\u306b\u304a\u3051\u308b\u8c4a\u5bcc\u306a\u7d4c\u9a13\u3068\u5c02\u9580\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001\u79c1\u306f Statorials \u3092\u901a\u3058\u3066\u5b66\u751f\u306b\u529b\u3092\u4e0e\u3048\u308b\u305f\u3081\u306b\u81ea\u5206\u306e\u77e5\u8b58\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306b\u5c3d\u529b\u3057\u3066\u3044\u307e\u3059\u3002\u3082\u3063\u3068\u77e5\u308b","sameAs":["http:\/\/statorials.org\/ja"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/1191","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/comments?post=1191"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/posts\/1191\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/media?parent=1191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/categories?post=1191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ja\/wp-json\/wp\/v2\/tags?post=1191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}