{"id":170,"date":"2024-03-20T21:39:41","date_gmt":"2024-03-20T12:39:41","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=170"},"modified":"2026-01-07T21:43:34","modified_gmt":"2026-01-07T12:43:34","slug":"wilcoxon","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/r\/3pecification\/wilcoxon\/","title":{"rendered":"2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a"},"content":{"rendered":"

\u25a0<\/span> R\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u8b66\u544a<\/h1>\n

\u3000\u30aa\u30ea\u30b8\u30ca\u30eb\u306eR\u30b3\u30de\u30f3\u30c0\u30fc\u20201<\/span>\u300c2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a\u300d\u3067\u8a08\u7b97\u3055\u308c\u308b\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u306e\u691c\u5b9a\u306f\uff0cwilcox.test\u3068\u3044\u3046\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u300c\u30bf\u30a4\u304c\u3042\u308b\u305f\u3081\u3001\u6b63\u78ba\u306a p \u5024\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093<\/span>\u300d\u3068\u3044\u3046\u8b66\u544a\u306e\u51fa\u308b\u3068\u304d\u304c\u3042\u308a\u307e\u3059\uff0e\u306a\u304a\uff0c2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a\uff1dMann-Whitney\u691c\u5b9a\u3067\u3059\uff0e<\/span><\/p>\n

\u2605\u6ce8\u610f\u00a0 <\/span><\/strong>\u20201<\/span>
\n\u3000\u3084\u3084\u3053\u3057\u3044\u3067\u3059\u304cCRAN\u914d\u5e03\u306e\u300cR\u30b3\u30de\u30f3\u30c0\u30fc\u300d\u3067\u3059\uff0e\u672cHP\u306e\u300c\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u300d\u3068\u306f\u7570\u306a\u308a\u307e\u3059\uff0e\u4ee5\u964d\u306fR\u30b3\u30de\u30f3\u30c0\u30fc\uff0c\u6539\u5909<\/strong>R\u30b3\u30de\u30f3\u30c0\u30fc\u3092\u533a\u5225\u3057\u3066\u8ff0\u3079\u307e\u3059\uff0e<\/span><\/div>\n

<\/h1>\n

\u25a0 <\/span>\u30bf\u30a4(ties)\u3068\u306f\u4f55\u304b\uff1f<\/h1>\n

\u25cf \u3053\u306e\u8b66\u544a\u306e\u4ef6\u306b\u95a2\u3057\u3066\u306f\uff0cweb\u3067\u3082\u69d8\u3005\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u2192\u3000\u3053\u3053<\/a>\u3000\u3084\u3000\u3053\u3053<\/a>
\n\u7d50\u8ad6\u3068\u3057\u3066\u306f\uff0c\u8aa4\u3063\u305f\u7d50\u679c\u304c\u51fa\u3066\u3044\u307e\u3059<\/span>\uff0eR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u300c2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a\u300d\u306f\uff0c\u305d\u306e\u307e\u307e\u884c\u3046\u3068\u9593\u9055\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u308f\u3051\u3067\u3059\uff0e
\n\u25cf \u300c\u30bf\u30a4(ties)\u300d\u3068\u306f\uff0c\u540c\u9806\u4f4d<\/span>\u306e\u3053\u3068\u3067\u3059\uff0e\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u306a\u624b\u6cd5\u5168\u822c\u306b\u5171\u901a\u306a\u306e\u3067\u3059\u304c\uff0c\u30c7\u30fc\u30bf\u306b\u9806\u4f4d\u3092\u3064\u3051\u308b\u3068\u304d\u306b\u540c\u9806\u4f4d\u304c\u3042\u308b\u3068\uff0c\u88dc\u6b63\uff08\u540c\u9806\u4f4d\u88dc\u6b63\uff09\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\uff0e
\n\u305f\u3068\u3048\u3070\uff0c<\/p>\n

\u30c7\u30fc\u30bf\u4f8b\uff1a10\uff0c25\uff0c30\uff0c40\uff0c55\uff0c68<\/div>\n

\u3068\u3044\u3046\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3068\u304d\uff0c\u3053\u306e\u30c7\u30fc\u30bf\u306b\u9806\u4f4d\u3092\u3064\u3051\u308b\u3068\uff0c\u3046\u3048\u306e\u30c7\u30fc\u30bf\u4e26\u3073\u3068\u540c\u3058\u306b\u3057\u3066\uff0c\u5c0f\u3055\u3044\u9806\u306b<\/p>\n

\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bf\u4f8b\uff1a1\uff0c2\uff0c3\uff0c4\uff0c5\uff0c6<\/div>\n

\u3068\u306a\u308a\u307e\u3059\uff0e
\n\u3082\u3057\u3053\u308c\u304c\uff0c<\/p>\n

\u30c7\u30fc\u30bf\u4f8b\uff1a10\uff0c25\uff0c25\uff0c40\uff0c40<\/strong>\uff0c68<\/div>\n

\u3068\u3044\u3046\u30c7\u30fc\u30bf\u3060\u3068\u3059\u308c\u3070\uff0c\u9806\u4f4d\u3092\u3064\u3051\u308b\u3068\uff0c\u3046\u3048\u306e\u30c7\u30fc\u30bf\u4e26\u3073\u3068\u540c\u3058\u306b\u3057\u3066(\u540c\u3058\u6570\u5024\u304c\u3042\u308b\u306e\u3067)\uff0c<\/p>\n

\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bf\u4f8b\uff1a1\uff0c2\uff0c2\uff0c4\uff0c4<\/strong>\uff0c6<\/div>\n

\u3068\u306a\u308a\u307e\u3059\uff0e2\u4f4d\u306e\u30c7\u30fc\u30bf\u30684\u4f4d\u306e\u30c7\u30fc\u30bf\u304c2\u3064\u305a\u3064<\/span>\u3042\u308a\uff0c\u3053\u308c\u304c\u540c\u9806\u4f4d\u3068\u306a\u308a\u307e\u3059\uff0e
\n\u8b66\u544a\u306f\u300c\u30bf\u30a4\uff08=\u540c\u9806\u4f4d\u306e\u30c7\u30fc\u30bf\uff09\u304c\u3042\u308b\u305f\u3081\u3001\u6b63\u78ba\u306a p \u5024\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093<\/span>\u300d\u3068\u3044\u3046\u610f\u5473\u306a\u308f\u3051\u3067\u3059\uff0eWilcoxon\u691c\u5b9a\u306e\u8a08\u7b97\u904e\u7a0b\u3067\u306f\uff0c\u9806\u4f4d\u306e\u548c\u3092\u4f7f\u7528\u3057\u307e\u3059\uff0e<\/p>\n

\u4f8b\u3048\u3070\uff0c<\/p>\n

\u30c7\u30fc\u30bfA\uff1a10\uff0c22\uff0c34\uff0c48\uff0c50
\n\u30c7\u30fc\u30bfB\uff1a11\uff0c15\uff0c20\uff0c30\uff0c40<\/div>\n

\u3053\u308c\u3092A\uff0cB\u5168\u3066\u306e\u30c7\u30fc\u30bf\u3067\u9806\u4f4d\u4ed8\u3051\u3059\u308b\u3068\uff0c<\/p>\n

\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bfA\uff1a1\uff0c5\uff0c7\uff0c9\uff0c10\u3000\u2192\u3000\u9806\u4f4d\u306e\u5408\u8a08\u300032
\n\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bfB\uff1a2\uff0c3\uff0c4\uff0c6\uff0c8\u3000\u2192\u3000\u9806\u4f4d\u306e\u5408\u8a08\u300023<\/div>\n

\u3068\u306a\u308a\u307e\u3059\uff0e\u9806\u4f4d\u306e\u5408\u8a08\u5024\u304c\u5c0f\u3055\u3044\u65b9\u306f\u30c7\u30fc\u30bfB\u306a\u306e\u3067\u30c7\u30fc\u30bfB\u304c\u5c0f\u3055\u3044\u3068\u5224\u65ad\u3057\u307e\u3059\uff08\u203b\u5b9f\u969b\u306eWilcoxon\u691c\u5b9a\u306f\u3053\u3093\u306a\u306b\u5358\u7d14\u3067\u306f\u306a\u3044\u3067\u3059\u304c\uff0c\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u306f\u3053\u3093\u306a\u611f\u3058\u3067\u3059\uff09\uff0e
\n\u5225\u306e\u4f8b\u3067\uff0c<\/p>\n

\u30c7\u30fc\u30bfA\uff1a10\uff0c15\uff0c30\uff0c40\uff0c50
\n\u30c7\u30fc\u30bfB\uff1a10\uff0c15\uff0c34\uff0c30\uff0c55<\/div>\n

\u306e\u3068\u304d\uff0c\u30c7\u30fc\u30bf\u3092A\uff0cB\u5168\u3066\u306e\u6570\u5024\u3067\u9806\u4f4d\u4ed8\u3051\u3059\u308b\u3068\uff0c<\/p>\n

\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bfA\uff1a1<\/strong>\uff0c3<\/strong>\uff0c5<\/strong>\uff0c8\uff0c9\u3000\u2192\u3000\u9806\u4f4d\u306e\u5408\u8a08\u300026
\n\u9806\u4f4d\u3092\u4ed8\u3051\u305f\u30c7\u30fc\u30bfB\uff1a1<\/strong>\uff0c3<\/strong>\uff0c7\uff0c5<\/strong>\uff0c10\u3000\u2192\u3000\u9806\u4f4d\u306e\u5408\u8a08\u300026<\/div>\n

\u3068\u306a\u308a\u307e\u3059\uff0eA\u3068B\u306b\u540c\u3058\u6570\u5b57\u304c\u3042\u308b\u306e\u3067\u540c\u9806\u4f4d\uff081\uff0c3\uff0c5\uff09\u3068\u306a\u3063\u3066\u3044\u307e\u3059\uff0e\u5358\u7d14\u306b\u5408\u8a08\u3092\u6bd4\u3079\u308c\u3070\u540c\u3058\u306a\u306e\u3067\u3059\u304c\uff0c\u305d\u3082\u305d\u3082Wilcoxon\u691c\u5b9a\u304c\u540c\u9806\u4f4d\u3092\u60f3\u5b9a\u3057\u3066\u306a\u3044\u8a08\u7b97\u306a\u306e\u3067\uff0c\u540c\u9806\u4f4d\u304c\u3042\u308b\u3053\u3068\u3067\u8a08\u7b97\u304c\u5408\u308f\u306a\u304f\u306a\u308b\u306e\u3067\u3059\uff0e\u5f93\u3063\u3066\uff0c\u540c\u9806\u4f4d\u306e\u5b58\u5728\u3057\u306a\u3044\u3068\u304d\u3068\u540c\u3058\u3088\u3046\u306a\u72b6\u614b\u306b\u306a\u308b\u3088\u3046\u306b\u88dc\u6b63\u3057\u3066\u3084\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e
\n\u300c\u30bf\u30a4\uff08=\u540c\u9806\u4f4d\u306e\u30c7\u30fc\u30bf\uff09\u304c\u3042\u308b\u305f\u3081\u3001\u6b63\u78ba\u306a p \u5024\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093<\/span>\u300d\u3068\u3044\u3046\u306e\u306f\u300c\u540c\u9806\u4f4d\u306e\u5b58\u5728\u3057\u306a\u3044\u65b9\u6cd5\u3067\u306f\u9806\u4f4d\u4ed8\u3051\u306b\u554f\u984c\u306a\u3044\u306e\u306b\uff0c\u540c\u9806\u4f4d\u304c\u3042\u308b\u305b\u3044\u3067\u540c\u3058\u9806\u4f4d\u304c\u51fa\u3066\u3057\u307e\u3044\uff0cp\u3092\u3061\u3083\u3093\u3068\u8a08\u7b97\u3067\u304d\u306a\u3044\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\uff0e<\/p>\n

\u25a0<\/span> \u4f55\u304c\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u306e\u304b\uff1f<\/h1>\n

\u307e\u305a\uff0c R\u30b3\u30de\u30f3\u30c0\u30fc\u306e[\u30ce\u30f3\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u691c\u5b9a]\uff0d[2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a]\u306e\u3068\u3053\u308d\u3067\u30aa\u30d7\u30b7\u30e7\u30f3\u30bf\u30d6\u304b\u3089\u300c\u9023\u7d9a\u4fee\u6b63\u3092\u7528\u3044\u305f\u6b63\u898f\u8fd1\u4f3c<\/span>\u300d\u3092\u9078\u3076\u3068\uff0cIBM SPSS\uff08Ver.24\uff09\u306eMann-Whitney\u691c\u5b9a\u306e\u6f38\u8fd1\u6709\u610f\u78ba\u7387\uff08\u4e21\u5074\uff09\u3068\u4e00\u81f4<\/span>\u3057\u307e\u3059\uff0e\u3057\u304b\u3082\u8b66\u544a\u306f\u51fa\u307e\u305b\u3093\uff0e
\n\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f55\u3082\u64cd\u4f5c\u3057\u306a\u3044\u3068\u300c\u30c7\u30d5\u30a9\u30eb\u30c8<\/span>\u300d\u3067\u8a08\u7b97\u3057\u307e\u3059\uff0e\u300c\u30c7\u30d5\u30a9\u30eb\u30c8<\/span>\u300d\u3067\u306f\u300c\u9023\u7d9a\u4fee\u6b63\u3092\u7528\u3044\u305f\u6b63\u898f\u8fd1\u4f3c<\/span>\u300d\u3068\u4e00\u81f4\u3057\u305f\u308a\uff0c\u3057\u306a\u304b\u3063\u305f\u308a\u3057\u307e\u3059\uff0e\u8b66\u544a\u3082\u51fa\u308b\u3068\u304d\u304c\u3042\u308a\u307e\u3059\uff0e\u5225\u306b\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u300c\u6b63\u78ba\u300d\u300c\u6b63\u78ba\u8fd1\u4f3c\u300d\u3092\u9078\u3076\u3068\uff0c\u300c\u6b63\u78ba\u300d\u306ap\u5024\u304b\u3068\u601d\u3044\u304d\u3084SPSS\uff08Ver.24\uff09\u306eMann-Whitney\u691c\u5b9a\u306e\u300c\u6b63\u78ba\u306a\u6709\u610f\u78ba\u7387\u300d<\/span>\u3068\u4e00\u81f4\u3057\u307e\u305b\u3093\uff0e
\n\u7d50\u5c40\uff0cR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u300c2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a\u300d\u3092\u884c\u3046\u3068\u304d\u306f\uff0c\u30aa\u30d7\u30b7\u30e7\u30f3\u30bf\u30d6\u304b\u3089\u300c\u9023\u7d9a\u4fee\u6b63\u3092\u7528\u3044\u305f\u6b63\u898f\u8fd1\u4f3c<\/span>\u300d\u3092\u9078\u3076\u3068\u304d\u3060\u3051\uff0cSPSS\uff08Ver.24\uff09\u306eMann-Whitney\u691c\u5b9a\u306e\u6f38\u8fd1\u6709\u610f\u78ba\u7387\uff08\u4e21\u5074\uff09\u3068\u4e00\u81f4<\/span>\u3057\u307e\u3059\uff0e
\n\u306a\u304a\uff0cn\u304c\u591a\u3044\u3068\u304d\u306f\uff0c\u540c\u9806\u4f4d\u304c\u5b58\u5728\u3057\u306a\u3044\uff1d\u8b66\u544a\u304c\u51fa\u306a\u3044\u3068\u304d\u3082\u3042\u308a\u307e\u3059\u304c\uff0c\u5fc5\u305a\u3057\u3082\u305d\u3046\u3068\u306f\u9650\u308a\u307e\u305b\u3093\uff0e<\/p>\n

 <\/p>\n

\u25a0<\/span> \u6b63\u78ba\u306a\u78ba\u7387\u3092\u51fa\u529b\u3057\u305f\u3044\u3068\u304d\u306f\uff1f<\/h1>\n

n\u304c\u5c0f\u3055\u3044\u3068\u304d\uff08\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u3082\u3088\u308a\u307e\u3059\u304c\uff09\uff0c\u540c\u9806\u4f4d\u304c\u983b\u767a\u3057\u307e\u3059\uff0e\u305d\u306e\u5834\u5408\u306f\uff0c\u9023\u7d9a\u4fee\u6b63\uff08\u540c\u9806\u4f4d\u88dc\u6b63\uff09\u3092\u7528\u3044\u305f\u8fd1\u4f3c\u5024<\/span>\u3067\u306f\u306a\u304f\uff0c\u6b63\u78ba\u78ba\u7387<\/span>\u3092\u53c2\u7167\u3057\u305f\u65b9\u304c\u826f\u3044\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\uff08\u3053\u306e\u610f\u898b\u306b\u95a2\u3057\u3066\u306f\uff0c\u78ba\u7d04\u3067\u304d\u308b\u6839\u62e0\u304c\u306a\u304f\uff0c\u7d76\u5bfe\u306b\u826f\u3044\u3068\u306f\u3044\u3048\u307e\u305b\u3093\uff09\uff0e
\nR\u3067\u6b63\u78ba\u78ba\u7387\u3092\u51fa\u529b\u3059\u308b\u305f\u3081\u306b\u306f\uff0ccoin\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3044\u3046\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3042\u308b\uff0cwilcox_test<\/span>\u3068\u3044\u3046\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\uff08.\u3000\u304c\u3000_\u3000\u306b\u7f6e\u304d\u63db\u308f\u3063\u3066\u3044\u307e\u3059\uff09\uff0e
\nR\u30b3\u30de\u30f3\u30c0\u30fc\u306e\u300c2\u6a19\u672c\u30a6\u30a3\u30eb\u30b3\u30af\u30bd\u30f3\u691c\u5b9a\u300d\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u300c\u9023\u7d9a\u4fee\u6b63\u3092\u7528\u3044\u305f\u6b63\u78ba\u8fd1\u4f3c\u300d\u3092\u9078\u3076\u3068\uff0cwilcox.test\u306ep\u5024\uff1dwilcox_test\u306ep\u5024<\/span>\u3068\u306a\u308a\u307e\u3059\uff0e\u5f93\u3063\u3066\uff0cwilcox_test<\/span>\u3092\u4f7f\u3048\u3070\uff0c\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u88dc\u6b63\u3057\u305f\u8fd1\u4f3c\u5024\u3092\u51fa\u529b\u3057\u307e\u3059\uff0e<\/p>\n

\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc<\/a>\u306e\u30e1\u30cb\u30e5\u30fc\u300c\u7d71\u8a08\u91cf\u300d-\u300c\u5dee\u306e\u691c\u5b9a\u300d\u306b\u306f\u300c2\u6a19\u672cWilcoxon\u306e\u691c\u5b9a(Mann-Whitney\u306e\u691c\u5b9a)\u300d\u3068\u3044\u3046\u30e1\u30cb\u30e5\u30fc\u304c\u3042\u308a\uff0c\u305d\u3053\u3067\u306fcoin\u30d1\u30c3\u30b1\u30fc\u30b8\u306ewilcox_test<\/span>\u306e\u8a08\u7b97\u304c\u3067\u304d\u307e\u3059\uff0e\u300c\u691c\u5b9a\u306e\u30bf\u30a4\u30d7\u300d\u3067\u300c\u6b63\u78ba\u300d\u306b\u30c1\u30a7\u30c3\u30af<\/span>\u3092\u5165\u308c\u308b\u3068\u6b63\u78ba\u306ap\u5024\uff08\uff1dSPSS\uff08Ver.24\uff09\u306eMann-Whitney\u691c\u5b9a\u306e\u300c\u6b63\u78ba\u306a\u6709\u610f\u78ba\u7387\u300d\u20202<\/strong><\/span>\uff09\u304c\u51fa\u307e\u3059\uff0e
\n\u3053\u306e\u5834\u5408\u306fSPSS\u306eMann-Whitney\u691c\u5b9a\u306e\u6b63\u78ba\u306a\u6709\u610f\u78ba\u7387\u3068\u4e00\u81f4<\/span>\u3057\u307e\u3059\uff0e\u6b63\u78ba\u78ba\u7387\u691c\u5b9a\u306f\uff0c\u5c11\u6570\u4f8b\u306e\u6642\u306b\u6709\u52b9\u3068\u3044\u308f\u308c\u307e\u3059\u304c\uff0c\u305d\u306e\u662f\u975e\u306b\u3064\u3044\u3066\u306f\u4e0a\u8ff0\u3057\u305f\u901a\u308a\uff0c\u610f\u898b\u304c\u5206\u304b\u308c\u3066\u3044\u307e\u3059\uff0e\u5f93\u3063\u3066\uff0c\u4e0a\u8a18\u306e\u3069\u3061\u3089\u3092\u3064\u304b\u3063\u305f\u304b\u3092\u660e\u8a18\u3059\u308c\u3070\uff0c\u3069\u3061\u3089\u3067\u3082\u9593\u9055\u3044\u3067\u306f\u306a\u3044\u3068\u3044\u3048\u307e\u3059\uff0e<\/p>\n

\u2605\u6ce8\u610f\u00a0 <\/span><\/strong>\u20202<\/span>
\n\u3000SPSS\u306e\u30aa\u30d7\u30b7\u30e7\u30f3Exact\u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u306e\u6b63\u78ba\u78ba\u7387\u3067\u3059\uff0e<\/span><\/div>\n","protected":false},"excerpt":{"rendered":"

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