{"id":985,"date":"2025-05-26T11:51:25","date_gmt":"2025-05-26T02:51:25","guid":{"rendered":"https:\/\/naomaeda.jp\/?p=985"},"modified":"2025-06-11T11:24:30","modified_gmt":"2025-06-11T02:24:30","slug":"aic%e3%81%a8bic%e4%bc%bc%e3%81%a6%e9%9d%9e%e3%81%aa%e3%82%8b%e3%82%82%e3%81%ae","status":"publish","type":"post","link":"https:\/\/naomaeda.jp\/?p=985","title":{"rendered":"AIC\u3068BIC\u4f3c\u3066\u975e\u306a\u308b\u3082\u306e"},"content":{"rendered":"\n

\u81ea\u5206\u7528\u30e1\u30e2<\/strong><\/p>\n\n\n\n

\\(\\text{AIC} = -2 \\log L(\\hat{\\theta}) + 2k\\)<\/p>\n\n\n\n

\\(\\text{BIC} = -2 \\log L(\\hat{\\theta}) + k \\log n\\)<\/p>\n\n\n\n

\u7d71\u8a08\u5b66\u3067\u4f7f\u308f\u308c\u308b\u8d64\u6c60\u60c5\u5831\u91cf\u57fa\u6e96\uff08AIC\uff09<\/a>\u3068\u30d9\u30a4\u30ba\u60c5\u5831\u91cf\u898f\u6e96\uff08BIC\uff09\u306f\u4f3c\u3066\u975e\u306a\u308b\u3082\u306e\u3060\u3002\u4e21\u8005\u3068\u3082\u30d0\u30a4\u30a2\u30b9\u30fb\u30d0\u30ea\u30a2\u30f3\u30b9\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\uff08\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u3068\u7c21\u6f54\u3055\u304a\u3088\u3073\u30e2\u30c7\u30eb\u306e\u4e88\u6e2c\u3001\u6c4e\u5316\u80fd\u529b\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\uff09\u3092\u884c\u3046\u3082\u306e\u3060\u3002\u4e00\u822c\u7684\u306b\u30e2\u30c7\u30eb\u304c\u8907\u96d1\u306b\u306a\u308c\u3070\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306b\u306f\u30d5\u30a3\u30c3\u30c8\u3059\u308b\u304c\u3001\u65b0\u898f\u30c7\u30fc\u30bf\u306e\u4e88\u6e2c\u3001\u6c4e\u5316\u6027\u80fd\u306f\u843d\u3061\u3001\u904e\u5b66\u7fd2\uff08\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\uff09\u306e\u72b6\u614b\u306b\u306a\u308b\u3002\u4e21\u8005\u3068\u3082\u305d\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u898b\u6975\u3081\u308b\u305f\u3081\u306e\u9053\u5177\u3067\u3042\u308a\u3001AIC\u304c\u767a\u8868\u3055\u308c\u3059\u3050\u306bAIC\u306b\u5f71\u97ff\u3092\u53d7\u3051\u3066\u3001BIC\u306f\u767a\u8868\u3055\u308c\u3001AIC\u3068BIC\u3068\u3044\u3046\u540d\u524d\u3082\u4f3c\u901a\u3063\u3066\u304a\u308a\uff08\u305d\u3057\u3066\u6700\u521d\u306e\u3082\u306e\u304cA\u3067\u3001\u6b21\u304cB\u3068\u306a\u3063\u3066\u304a\u308a\uff09\u3001\u4f3c\u901a\u3063\u305f\u57fa\u6e96\u3068\u3057\u3066\u3001\u3088\u304f\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044\u6642\u306b\u306fAIC\u3001\u5927\u304d\u3044\u6642\u306b\u306fBIC\u306a\u3069\u3068\u8a00\u308f\u308c\u308b\u304c\u3001\u4e21\u8005\u306f\u305d\u306e\u601d\u60f3\u7684\u57fa\u76e4\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u3002<\/p>\n\n\n\n

\u4e00\u756a\u5927\u304d\u306a\u5dee\u7570\u306fAIC\u306f\u30a2\u30d6\u30c0\u30af\u30b7\u30e7\u30f3<\/a>\u304a\u3088\u3073\u983b\u5ea6\u4e3b\u7fa9<\/a>\u306b\u57fa\u3065\u3044\u3066\u4f5c\u3089\u308c\u3066\u304a\u308a\u3001BIC\u306f\u30d9\u30a4\u30ba\u7d71\u8a08\u5b66<\/a>\u306b\u57fa\u3065\u3044\u3066\u4f5c\u3089\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u70b9\u3060\u3002\u30a2\u30d6\u30c0\u30af\u30b7\u30e7\u30f3\u306f\u4eee\u8aac\u306e\u5275\u9020\u3067\u3042\u308a\u3001\u8d64\u6c60\u5f18\u6b21\u306f\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u7d71\u8a08\u5b66<\/a>\u306f\u5c24\u5ea6\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u4eee\u8a2d\u691c\u8a3c\uff08\u6709\u610f\u691c\u5b9a\uff09\u3068\u63a8\u5b9a\uff08\u70b9\u63a8\u5b9a\uff09\u306b\u5206\u304b\u308c\u308b\u304c\u3001\u6642\u7cfb\u5217\u5206\u6790\u3001\u56de\u5e30\u5206\u6790\u306a\u3069\u306e\u30ab\u30fc\u30d6\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0<\/a>\u306b\u304a\u3044\u3066\u306f\u691c\u8a3c\u3068\u63a8\u5b9a\u3092\u5206\u3051\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u304b\u3089\u3001\u305d\u306e\u4e21\u65b9\u306b\u4f7f\u3048\u308b\u4eee\u8aac\u306e\u5275\u9020\u306e\u9053\u5177\u3068\u3057\u3066AIC\u3092\u4f5c\u3063\u305f\u3002\u3086\u3048\u306bAIC\u306f\u4eee\u8aac\u3092\u524d\u63d0\u3057\u306a\u304f\u3066\u3082\u826f\u3044\u3002\u4eee\u8aac\u3092\u524d\u63d0\u305b\u305a\u306b\u3069\u306e\u30e2\u30c7\u30eb\u304c\u4e00\u756a\u826f\u3044\u304b\u3001\u4e88\u6e2c\u80fd\u529b\u304c\u9ad8\u3044\u304b\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff08\u30a2\u30d6\u30c0\u30af\u30b7\u30e7\u30f3\u306f\u54f2\u5b66\u8005\u30ae\u30eb\u30d0\u30fc\u30c8\u30fb\u30cf\u30fc\u30de\u30f3\u306b\u3088\u308a\u300c\u6700\u826f\u8aac\u660e\u3078\u306e\u63a8\u8ad6\u300d\u3068\u547c\u3070\u308c\u3001\u63a8\u8ad6\u306e\u90e8\u5206\u306f\u5e30\u7d0d\u6cd5\u3001\u6700\u826f\u8aac\u660e\u3068\u3044\u3046\u306e\u306f\u826f\u3055\u3001\u3064\u307e\u308a\u4fa1\u5024\u89b3\u3067\u3042\u308b\u3002\u54f2\u5b66\u8005\u30d2\u30e9\u30ea\u30fc\u30fb\u30d1\u30c8\u30ca\u30e0\u304c\u3044\u3046\u3088\u3046\u306b\u8a8d\u77e5\u7684\u4fa1\u5024\u3082\u4fa1\u5024\u3060\u3002\u4fa1\u5024\u3092\u6392\u9664\u3057\u3066\u5ba2\u89b3\u7684\u306b\u79d1\u5b66\u3092\u884c\u3046\u3068\u3044\u3046\u306e\u306f\u7121\u7406\u3060\u3002\u3060\u304b\u3089\u5c24\u5ea6\u539f\u7406\u3092\u306a\u3093\u3068\u304b\u3057\u3066\u5ba2\u89b3\u7684\u79d1\u5b66\u3068\u3057\u3066\u7acb\u3061\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u54f2\u5b66\u8005\u30a8\u30ea\u30aa\u30c3\u30c8\u30fb\u30bd\u30fc\u30d0\u30fc\u306eAIC\u89e3\u91c8\u306f\u9593\u9055\u3063\u3066\u3044\u308b\u3002\u307e\u3042\u3001\u3053\u308c\u306b\u95a2\u3057\u3066\u306f\u8d64\u6c60\u5f18\u6b21\u81ea\u8eab\u3082\u305d\u3046\u8a00\u3063\u3066\u304a\u308a\u3001\u5f7c\u306f\u30bd\u30fc\u30d0\u30fc\u3084\u305d\u306e\u540c\u50da\u3060\u3063\u305f\u30de\u30eb\u30b3\u30e0\u30fb\u30d5\u30a9\u30fc\u30b9\u30bf\u30fc\u3092\u5ff5\u982d\u306b\u305d\u3046\u8a00\u3063\u3066\u3044\u308b\u3068\u601d\u308f\u308c\u308b\uff09\u3002\u3053\u306e\u8fba\u308aAIC\u306f\u5c24\u5ea6\u3092\u4f7f\u3046\u306b\u3082\u95a2\u308f\u3089\u305a\u3001\u30ab\u30eb\u30d0\u30c3\u30af\u30fb\u30e9\u30a4\u30d6\u30e9\u30fc\u60c5\u5831\u91cf\u306b\u57fa\u3065\u3044\u3066\u3068\u3066\u3082\u4e0a\u624b\u304f\u4f5c\u3089\u308c\u3066\u3044\u308b<\/a>\u3002\u3053\u308c\u306f\u672c\u5f53\u306b\u5929\u624d\u7684\u3060\u3002<\/p>\n\n\n\n

\u4e00\u65b9\u3001BIC\u306f\u5c24\u5ea6\u306b\u4e8b\u524d\u78ba\u7387\u3092\u639b\u3051\u5408\u308f\u305b\u305f\u30d9\u30a4\u30ba\u7d71\u8a08\u5b66\u306e\u8003\u3048\u65b9\u306b\u57fa\u3065\u3044\u3066\u304a\u308a\u3001\u4eee\u8aac\u306f\u4e8b\u524d\u306b\u5fc5\u8981\u3068\u306a\u308b\u3002\u3084\u306f\u308a\u3053\u3053\u304c\u4e00\u756a\u5927\u304d\u306a\u9055\u3044\u3060\u308d\u3046\u3002\u30d9\u30a4\u30ba\u7d71\u8a08\u5b66\u306f\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\u306b\u57fa\u3065\u3044\u3066\u3001\u4e8b\u524d\u78ba\u7387\u304b\u3089\u5c24\u5ea6\u3068\u3044\u3046\u30c9\u30e9\u30a4\u30d6\u306b\u3088\u308a\u3001\u4fe1\u5ff5\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u3001\u4e8b\u5f8c\u78ba\u7acb\u3092\u6c42\u3081\u308b\u3002<\/p>\n\n\n\n

\\(P(H \\mid O) = \\frac{P(O \\mid H) \\cdot P(H)}{P(O)}\\)<\/p>\n\n\n\n

\u5f53\u7136\u306a\u304c\u3089\u3001\u4e8b\u5f8c\u78ba\u7acb\u3092\u6c42\u3081\u308b\u306b\u306f\u4e8b\u524d\u78ba\u7acb\u3001\u3064\u307e\u308a\u4eee\u8aac\u3068\u5c24\u5ea6\uff08\u5c24\u5ea6\u306f\u4eee\u8aac\u3092\u524d\u63d0\u3068\u3057\u305f\u6642\u306e\u30c7\u30fc\u30bf\u306e\u78ba\u7acb\u3060\uff09\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002\u3053\u306e\u3088\u3046\u306b\u898b\u3066\u307f\u308b\u3068AIC\u3068BIC\u306f\u4f3c\u3066\u3044\u3066\u975e\u306a\u308b\u3082\u306e\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308b\u3002<\/p>\n\n\n\n

BIC<\/strong><\/p>\n\n\n\n

\u30d9\u30a4\u30ba\u7d71\u8a08\u3067\u306f\u30e2\u30c7\u30eb\u9078\u629e\uff08\u6bd4\u8f03\uff09\u306f\u30d9\u30a4\u30ba\u30d5\u30a1\u30af\u30bf\u30fc\u306b\u3088\u3063\u3066\u884c\u308f\u308c\u308b\u3002<\/p>\n\n\n\n

\\[\\text{BF}_{10} = \\frac{P(\\ O \\mid H_1)}{P(\\ O \\mid H_0)}\\]<\/p>\n\n\n\n

\u3053\u308c\u306f\u7aef\u7684\u306b\u5468\u8fba\u5c24\u5ea6\u306e\u6bd4\u3067\u3042\u308b\u3002\u5468\u8fba\u5c24\u5ea6\u306f\u4e8b\u524d\u78ba\u7387\u4e0a\u3067\u5c24\u5ea6\u3092\u5e73\u5747\u5316\u3059\u308b\u3002\u3053\u3053\u3067k\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3067\u3042\u308b\u3002\u5468\u8fba\u5c24\u5ea6\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u591a\u3044\u6642\uff08\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u304c\u9ad8\u3044\u6642\uff09\u3001\u89e3\u6790\u7684\u306b\uff08\u3064\u307e\u308a\u7a4d\u5206\u3067\uff09\u6c42\u3081\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u3002<\/p>\n\n\n\n

\\[P(\\ O \\mid H_k) = \\int P(\\ O \\mid \\theta_k, H_k) \\, \\pi(\\theta_k \\mid H_k) \\, d\\theta_k\\]<\/p>\n\n\n\n

\u305d\u3053\u3067\u3053\u308c\u306b\u5bfe\u3057\u3066\u30d4\u30fc\u30af\uff08\u6700\u5927\u5c24\u5ea6\uff09\u306e\u3068\u3053\u308d\u3067\u30e9\u30d7\u30e9\u30b9\u8fd1\u4f3c\u3092\u884c\u3046\uff08\u3053\u3053\u3067C\u306f\u5b9a\u6570\uff09\u3002<\/p>\n\n\n\n

\\[\\log P(\\ O \\mid H_k) \\approx \\log L_k – \\frac{k}{2} \\log n + \\text{C}\\]<\/p>\n\n\n\n

\u3053\u3053\u304b\u3089\u5b9a\u6570C\u3092\u843d\u3068\u3059\u3068\u3001<\/p>\n\n\n\n

\\[\\text{BIC}_k = -2 \\log L_k + k \\log n\\]<\/p>\n\n\n\n

\u304c\u5c0e\u304d\u51fa\u3055\u308c\u308b\u3002\u30ed\u30b0\u3092\u53d6\u308b\u3053\u3068\u3067\u30d9\u30a4\u30ba\u30d5\u30a1\u30af\u30bf\u30fc\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5909\u63db\u3055\u308c\u3001\u30e2\u30c7\u30eb\u6bd4\u8f03\u304c\u3067\u304d\u308b\u3053\u3068\u3068\u306a\u308b\u3002<\/p>\n\n\n\n

\\[\\log \\text{BF}_{10} \\approx \\log P(\\ O \\mid H_1) – \\log P(\\ O \\mid H_0)\\]<\/p>\n\n\n\n

\\[\\log \\text{BF}_{10} \\approx -\\frac{1}{2} \\left( \\text{BIC}_1 – \\text{BIC}_0 \\right)\\]<\/p>\n\n\n\n

\u30aa\u30c3\u30ab\u30e0\u30d5\u30a1\u30af\u30bf\u30fc<\/strong><\/p>\n\n\n\n

\u6570\u5b66\u8005\u304a\u3088\u3073\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3042\u308b\u30c7\u30a4\u30f4\u30a3\u30c3\u30c9\u30fb\u30de\u30c3\u30ab\u30a4\u306f\u5468\u8fba\u5c24\u5ea6\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8aad\u307f\u66ff\u3048\u305f\u3002<\/p>\n\n\n\n

\\[P(O \\mid H) \\approx P(O \\mid \\hat{\\theta}) \\times \\text{\u30aa\u30c3\u30ab\u30e0\u30d5\u30a1\u30af\u30bf\u30fc}\\]<\/p>\n\n\n\n

\u3053\u3053\u3067\u03b8\u306fMAP\uff08\u6700\u5c24\u4e8b\u5f8c\u63a8\u5b9a\u5024\uff09\u307e\u305f\u306f MLE\uff08\u6700\u5c24\u63a8\u5b9a\u5024\uff09\u3067\u3042\u308a\u3001\u30aa\u30c3\u30ab\u30e0\u30d5\u30a1\u30af\u30bf\u30fc\u3068\u306f\u4e8b\u5f8c\u5206\u5e03\u306e\u5e83\u304c\u308a\u304c\u3001\u4e8b\u524d\u5206\u5e03\u306e\u5e83\u304c\u308a\u306b\u6bd4\u3079\u3066\u3069\u308c\u3060\u3051\u5727\u7e2e\u3055\u308c\u308b\u304b\u3092\u8868\u3059\u91cf\u3067\u3042\u308b\u3002\u3064\u307e\u308a\u30e2\u30c7\u30eb\u304c\u78ba\u7387\u3092\u975e\u5e38\u306b\u5e83\u3044\u30d1\u30e9\u30e1\u30fc\u30bf\u7a7a\u9593\u306b\u5206\u6563\u3055\u305b\u3066\u3044\u3066\u3001\u305d\u306e\u3046\u3061\u306e\u3054\u304f\u4e00\u90e8\u306e\u9818\u57df\u3057\u304b\u30c7\u30fc\u30bf\u306b\u9069\u5408\u3057\u306a\u3044\u5834\u5408\u3001\u305d\u306e\u30e2\u30c7\u30eb\u306f\u30da\u30ca\u30eb\u30c6\u30a3\u3092\u53d7\u3051\u308b\u3053\u3068\u306b\u306a\u308b\u3002\u3053\u3053\u3067\u30e9\u30d7\u30e9\u30b9\u8fd1\u4f3c\u3092\u884c\u3046\u3068\u3001<\/p>\n\n\n\n

\\[\\int P(O \\mid \\theta) \\, \\pi(\\theta) \\, d\\theta \\approx P(O \\mid \\hat{\\theta}) \\cdot \\text{\u4e8b\u5f8c\u5206\u5e03\u304c\u3069\u308c\u3060\u3051\u306e\u7bc4\u56f2\u306b\u5e83\u304c\u3063\u3066\u3044\u308b\u304b\u3092\u8868\u3059\u9805}\\]<\/p>\n\n\n\n

\u3068\u306a\u308a\u3001\u4e8b\u5f8c\u5206\u5e03\u304c\u3069\u308c\u3060\u3051\u306e\u7bc4\u56f2\u306b\u5e83\u304c\u3063\u3066\u3044\u308b\u304b\u3092\u8868\u3059\u9805\u304c\u30aa\u30c3\u30ab\u30e0\u30d5\u30a1\u30af\u30bf\u30fc\u3067\u3042\u308b\u3002\u3053\u306elog\u3092\u3068\u308b\u3068\u3001<\/p>\n\n\n\n

\\[\\log P(O \\mid H) \\approx \\log P(O \\mid \\hat{\\theta}) – \\frac{k}{2} \\log n\\]<\/p>\n\n\n\n

\u3068\u306a\u308aBIC\u306b\u8fd1\u4f3c\u3055\u308c\u308b\u3002\u30de\u30c3\u30ab\u30a4\u306e\u30aa\u30c3\u30ab\u30e0\u30d5\u30a1\u30af\u30bf\u30fc\u306fBIC\u3092\u5e7e\u4f55\u5b66\u7684\u306b\u6349\u3048\u305f\u3082\u306e\u3067\u3042\u308b\u3068\u8a00\u3048\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u81ea\u5206\u7528\u30e1\u30e2 \\(\\text{AIC} = -2 \\log L(\\hat{\\theta}) + 2k\\) \\(\\text{BIC} = -2 \\log L(\\hat{\\theta}) + k \\log n\\) \u7d71\u8a08\u5b66\u3067\u4f7f\u308f […]<\/p>\n","protected":false},"author":2,"featured_media":630,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[20,23,18,9],"tags":[],"class_list":["post-985","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-18","category-statistics"],"_links":{"self":[{"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/posts\/985","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=985"}],"version-history":[{"count":27,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/posts\/985\/revisions"}],"predecessor-version":[{"id":1148,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/posts\/985\/revisions\/1148"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=\/wp\/v2\/media\/630"}],"wp:attachment":[{"href":"https:\/\/naomaeda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=985"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=985"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naomaeda.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=985"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}