{"id":2019,"date":"2016-10-18T16:45:24","date_gmt":"2016-10-18T07:45:24","guid":{"rendered":"http:\/\/nikkeiyosoku.com\/blog\/?p=2019"},"modified":"2017-01-29T22:38:37","modified_gmt":"2017-01-29T13:38:37","slug":"17th-fintech-sig-fin","status":"publish","type":"post","link":"https:\/\/nikkeiyosoku.com\/blog\/17th-fintech-sig-fin\/","title":{"rendered":"\u7b2c17\u56de FINTECH\u3000\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a \u91d1\u878d\u60c5\u5831\u5b66\u7814\u7a76\u4f1a\uff08SIG-FIN\uff09\u306b\u51fa\u5e2d\u3057\u305f\u611f\u60f3"},"content":{"rendered":"

\u4eca\u56de\u306f\u3001\u7b2c17\u56de FINTECH\u3000\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a \u91d1\u878d\u60c5\u5831\u5b66\u7814\u7a76\u4f1a\uff08SIG-FIN\uff09<\/a>\u306b10\u67088\u65e5\uff08\u571f\uff0910\u301c17\u6642\u306b\u51fa\u5e2d\u3057\u3066\u304d\u307e\u3057\u305f\u306e\u3067\u3001\u767a\u8868\u306e\u8981\u65e8\u3084\u611f\u60f3\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n

\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a\u306b\u521d\u53c2\u52a0<\/h2>\n

\u79c1\u306f\u3001\u91d1\u878d\u7cfb\u306e\u5b66\u4f1a\u306b\u51fa\u5e2d\u3059\u308b\u306e\u306f\u4eca\u56de\u304c\u521d\u3081\u3066\u3067\u3001\u5b66\u4f1a\u306e\u958b\u50ac\u5834\u6240\u306f\u6771\u5927\u306e\u672c\u90f7\u30ad\u30e3\u30f3\u30d1\u30b9\u3002\u4e8b\u524d\u306b\u914d\u5e03\u3055\u308c\u305f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u3082\u3001\u30bf\u30a4\u30c8\u30eb\u3092\u898b\u305f\u3060\u3051\u3067\u3082\u982d\u304c\u75db\u304f\u306a\u308a\u305d\u3046\u306a\u30c6\u30fc\u30de\u304c\uff19\u3064\u3082\u3042\u308a\u3001\u884c\u304f\u524d\u304b\u3089\u982d\u304c\u75db\u304b\u3063\u305f\u3067\u3059\u3002<\/p>\n

\u3057\u304b\u3057\u3001\u84cb\u3092\u958b\u3051\u3066\u307f\u308b\u3068\u3001\u3084\u306f\u308a\u8f9b\u304b\u3063\u305f\u3067\u3059\uff57
\n\u305f\u3060\u3001\u767a\u8868\u3055\u308c\u3066\u3044\u308b\u65b9\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3068\u3082\u306b\u3001\u3068\u3066\u3082\u77e5\u7684\u4e14\u3064\u7d33\u58eb\u7684\u306a\u65b9\u304c\u591a\u304f\u3001\u5b66\u4f1a\u306e\u96f0\u56f2\u6c17\u3082\u30aa\u30fc\u30d7\u30f3\u3067\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u3060\u3063\u305f\u306e\u3067\u3001\u80a9\u306b\u529b\u3092\u5165\u308c\u305a\u697d\u306b\u767a\u8868\u3092\u62dd\u8074\u3055\u305b\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n

\u3055\u3066\u3001\u809d\u5fc3\u306a\u4e2d\u8eab\u3067\u3059\u304c\u3001\u5185\u5bb9\u7684\u306b\u306f\u6211\u3005\u304c\u9032\u3081\u3066\u3044\u308b\u8cc7\u7523\u904b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u8ab2\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u554f\u984c\u89e3\u6c7a\u306e\u53c2\u8003\u306b\u306a\u308b\u3053\u3068\u304c\u8981\u7d20\u304c\u591a\u304f\u542b\u307e\u308c\u3066\u3044\u308b\u767a\u8868\u304c\u591a\u304f\u3001\u975e\u5e38\u306b\u52c9\u5f37\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u767a\u8868\u8005\u306f\u3001\u5927\u5b66\u95a2\u4fc2\u306e\u7814\u7a76\u8005\u306e\u65b9\u3088\u308a\u3001\u3069\u3061\u3089\u304b\u3068\u3044\u3046\u3068\u65e5\u7cfb\u3001\u5916\u8cc7\u7cfb\u306e\u91d1\u878d\u6a5f\u95a2\u95a2\u4fc2\u306e\u65b9\u304c\u591a\u304f\u3001\u767a\u8868\u306e\u5185\u5bb9\u306b\u3082\u5e02\u5834\u306e\u81e8\u5834\u611f\u304c\u3042\u308a\u5b9f\u8df5\u7684\u306a\u5185\u5bb9\u306e\u6fc3\u3044\u3082\u306e\u304c\u591a\u3044\u611f\u3058\u304c\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u7b2c17\u56de FINTECH\u3000\u4eba\u5de5\u77e5\u80fd\u5b66\u4f1a \u91d1\u878d\u60c5\u5831\u5b66\u7814\u7a76\u4f1a\uff08SIG-FIN\uff09<\/h2>\n

\u305d\u308c\u3067\u306f\u3001\u767a\u8868\u9806\u306b\u767a\u8868\u306e\u30e1\u30e2\u3092\u5171\u6709\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002\u79c1\u306f\u5de5\u5b66\u7cfb\u3067\u3082\u306a\u304f\u3001\u91d1\u878d\u3082\u307e\u3060\u99c6\u3051\u51fa\u3057\u306a\u306e\u3067\u3001\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u7406\u89e3\u304c\u8db3\u308a\u305a\u7a1a\u62d9\u306a\u30e1\u30e2\u3067\u3001\u3042\u307e\u308a\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3054\u4e86\u627f\u304f\u3060\u3055\u3044\u3002\u500b\u3005\u306e\u8ad6\u6587\u306b\u3064\u3044\u3066\u306f\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u4e0b\u8a18\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

http:\/\/hawk.ci.seikei.ac.jp\/sigfin\/17\/SIG-FIN17_all.pdf<\/a><\/p>\n

\u25cb\u57fa\u8abf\u8b1b\u6f14<\/h3>\n

2015\u5e74\u304b\u3089AI\u304c\u666e\u53ca
\n\u30b9\u30da\u30a4\u30f3\u3067\u306f\u304a\u7b11\u3044\u3092\u7b11\u9854\u8a8d\u8a3c\u3057\u3066\u7b11\u3044\u3092\u8a55\u4fa1\u3001\u8ab2\u91d1\u3000\u2192\u300030\uff05\u58f2\u4e0a\u30a2\u30c3\u30d7
\n\u30d0\u30b9\u30b1\u30c3\u30c8\u306e\u5b9f\u8df5\u306b\u30c7\u30b8\u30bf\u30eb\u30c7\u30fc\u30bf\u3092\u63a1\u7528\u3000\u2192\u3000\u82e5\u5e74\u5c64\u3092\u5897\u3084\u3057\u305f\u3000\u2192\u3000\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u4eba\u304c\u5897\u3048\u305f\u3000\u2192\u3000\u5e83\u544a\u53ce\u51653\u500d
\n\u30b4\u30df\u306e\u91cf\u3092\u30bb\u30f3\u30b5\u30fc\u3067\u56f3\u308b\u3000\u2192\u3000\u56de\u53ce\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u30eb\u30fc\u30c8\u3092\u6700\u9069\u5316\u3000\u2192\u3000\u30b3\u30b9\u30c8\u30923\u5206\u306e1<\/p>\n

\u91d1\u878d\u306e\u4f01\u696d\u7acb\u5730\u306f\u5909\u308f\u308a\u3064\u3064\u3042\u308b
\n\u30e9\u30a4\u30d0\u30eb\u306f\u30cd\u30c3\u30c8\u4f01\u696d\u3001Google\u3001Apple\u3001Rakuten\u306a\u3069<\/p>\n

Gatebooks\u2192\u304a\u305f\u304f\u306e\u7406\u60f3\u306e\u304a\u5ac1\u3055\u3093\u3092\u80b2\u3066\u308b\u30db\u30ed\u30b0\u30e9\u30e0\u3000\u5909\u3060\u3051\u3069\u767a\u60f3\u304c\u9762\u767d\u3044\u3002\u3053\u3046\u3044\u3046\u4f59\u88d5\u304c\u306a\u3044\u3068FINTECH\u5206\u91ce\u3067\u3082\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306f\u8d77\u3053\u3089\u306a\u3044\u3002<\/p>\n

\u30b5\u30fc\u30d3\u30b9\u3092\u4f5c\u308b\u6642\u306f\u3001\u5168\u4f53\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u8003\u3048\u306a\u304c\u3089\u69cb\u7bc9\u3059\u308b\u3000\u4f8b\u3048\u3070\u3001\u8cc7\u7523\u904b\u7528\u30b5\u30fc\u30d3\u30b9\u3092Google\u30ab\u30ec\u30f3\u30c0\u30fc\u306b\u9023\u643a\u3055\u305b\u308b\u306a\u3069<\/p>\n

1.\u3000ARCH\u30e2\u30c7\u30eb\u306e\u30df\u30af\u30ed\u7684\u57fa\u790e\u3065\u3051\u306e\u8a66\u307f<\/h3>\n

Agent\u30e2\u30c7\u30eb\u306e\u30de\u30af\u30ed\u30e2\u30c7\u30eb\u3078\u306e\u5fdc\u7528
\nARCH\u30e2\u30c7\u30eb
\n\u4eba\u5de5\u5e02\u5834\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u30b7\u30e5\u30df\u30ec\u30fc\u30b7\u30e7\u30f3
\n\u30df\u30af\u30ed\u5909\u52d5\u305d\u306e\u3082\u306e\u306b\u57fa\u790e\u306b\u30b7\u30e5\u30df\u30ec\u30fc\u30b7\u30e7\u30f3
\n\u30df\u30af\u30ed\u3092\u57fa\u790e\u3065\u3051\u3067\u30de\u30af\u30ed\u304c\u73fe\u8c61\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u308b\u3002\u30de\u30af\u30ed\u304b\u3089\u5165\u308b\u306e\u306f\u6c17\u6301\u3061\u60aa\u3044<\/p>\n

\u25c6\u7d50\u5c40\u4f55\u304c\u308f\u304b\u3063\u305f\u304b
\n\u4fa1\u683c\u5909\u52d5\u304c\u9700\u8981\u306e\u5dee\u306b\u6bd4\u4f8b\u3059\u308b
\n\u4e88\u60f3\u4fa1\u683c\u306e\u30d0\u30e9\u4ed8\u304d\u304c\u5927\u304d\u3051\u308c\u3070\u5927\u304d\u3044\u307b\u3069\u30ea\u30bf\u30fc\u30f3\u3082\u5927\u304d\u304f\u306a\u308b
\n\u30ce\u30a4\u30ba\u30c8\u30ec\u30c0\u30fc\u306e\u58f2\u8cb7\u6ce8\u6587\u6570\u91cf\u3000\uff1f
\n\u9700\u7d66\u306e\u5dee\u304c\u5927\u304d\u3051\u308c\u3070\u5927\u304d\u3044\u307b\u3069\u30dc\u30e9\u30bf\u30ea\u30c6\u30a3\u304c\u5927\u304d\u304f\u306a\u308b
\n\u6295\u8cc7\u5bb6\u306e\u4e88\u60f3\u4fa1\u683c\u306e\u3070 \u3089\u3064\u304d\u3068\u9700\u7d66\u306e\u6b6a\u307f\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u30dc\u30e9\u30c6\u30a3\u30ea\u30c6\u30a3\u306f\u5927\u304d\u304f\u306a\u308b
\n\u6295\u8cc7\u5bb6\u306e\u30ea\u30b9\u30af\u56de\u907f\u5ea6\u304c\u5c0f\u3055\u304f\u306a\u308b\u3068\u30dc\u30e9\u30c6\u30a3\u30ea\u30c6\u30a3\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306f\u5927\u304d\u304f\u306a\u308b<\/p>\n

\u611f\u60f3\uff1a\u6570\u5f0f\u3082\u8aac\u660e\u3082\u3001\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u304c\u3001\u5f53\u305f\u308a\u524d\u306e\u3053\u3068\u3092\u6570\u5f0f\u5316\u3057\u305f\u3060\u3051\u306a\u306e\u304b\uff1f\u3000\u6b63\u76f4\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3002<\/p>\n

2.\u3000\u52b9\u679c\u7684\u306a\u53d6\u5f15\u6642\u9593\u5ef6\u9577\u306e\u691c\u8a3c<\/h3>\n

\u53d6\u5f15\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u3068\u5e02\u5834\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306e\u304b\u3001\u30dc\u30e9\u30bf\u30ea\u30c6\u30a3\u306f\u3069\u3046\u306a\u308b\u306e\u304b\u3092\u691c\u8a3c<\/p>\n

\u73fe\u72b6\u3000\u591c\u9593\u53d6\u5f15\u306f\u53c2\u52a0\u8005\u304c\u5c11\u306a\u304f\u5024\u52d5\u304d\u304c\u8352\u3044<\/p>\n

\u3069\u3046\u3044\u3063\u305f\u53d6\u5f15\u6642\u9593\u5ef6\u9577\u304c\u6709\u52b9\u306a\u306e\u304b\u304c\u4eca\u56de\u306e\u7814\u7a76\u306e\u8ab2\u984c<\/p>\n

\u30a2\u30e1\u30ea\u30ab\u306e\u5834\u5408\u306f\u3001\u30d7\u30ec\u30de\u30fc\u30b1\u30c3\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u591c\u9593\u30de\u30fc\u30b1\u30c3\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5ef6\u9577\u3055\u308c\u3066\u3044\u308b<\/p>\n

\u30e2\u30c7\u30eb
\n\u2212\u7121\u30ea\u30b9\u30af\u8cc7\u7523\u3068\u30ea\u30b9\u30af\u8cc7\u7523
\n\u2212\u914d\u5f53\u306f\uff10\u3068\u3059\u308b<\/p>\n

\u30d7\u30ec\u30de\u30fc\u30b1\u30c3\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u52b9\u679c<\/p>\n

\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u6642\u9593\u304c\u9577\u304f\u304b\u3064\u3001\u6642\u9593\u5916\u53d6\u5f15\u306e\u5e02\u5834\u53c2 \u52a0\u8005\u304c\u5c11\u306a\u3044\u5834\u5408
\n\u3000\u4fa1\u683c\u52b9\u7387\u6027\u60aa\u5316\u3001
\n\u3000\u4fa1\u683c\u5b89\u5b9a\u6027\u4f4e\u4e0b
\n\u3000\u5bc4\u308a \u306e\u53d6\u5f15\u96c6\u4e2d
\n\u3000\u5168\u4f53\u3068\u3057\u3066\u60aa\u5f71\u97ff\u3092\u53ca\u307c\u3059
\n\u3000\u305f\u3060\u3057\u3001\u77ed\u6642\u9593\u5ef6\u9577\u306e\u5834\u5408\u306f\u82e5\u5e72\u6539\u5584\u3055\u308c\u308b<\/p>\n

\u30a2\u30d5\u30bf\u30fc\u30de\u30fc\u30b1\u30c3\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3
\n\u3000\u5e02\u5834\u53c2\u52a0\u8005\u304c\u4f4e\u3044\u3068\u4fa1\u683c\u52b9\u7387\u6027\u304c\u4e0b\u304c\u308b
\n\u3000\u4fa1\u683c\u5b89\u5b9a\u6027\u3082\u5e02\u5834\u53c2\u52a0\u8005\u304c\u4f4e\u3044\u3068\u3001\u4fa1\u683c\u5b89\u5b9a\u6027\u3082\u4e0b\u304c\u308b
\n\u3000\u5f15\u3051\u306e\u5b89\u5b9a\u6027\u3001\u53d6\u5f15\u96c6\u4e2d\u306f\u3001\u308f\u305a\u304b\u306b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u304b\u3082
\n\u3000\u3069\u3061\u3089\u304b\u3068\u3044\u3046\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u65b9\u304c\u591a\u3044
\n\u3000\u305f\u3060\u3057\u3001\u77ed\u6642\u9593\u5ef6\u9577\u306e\u5834\u5408\u306f\u82e5\u5e72\u6539\u5584\u3055\u308c\u308b<\/p>\n

\u7d50\u8ad6\u3068\u3057\u3066\u306f\u3001\u53d6\u5f15\u6642\u9593\u306e\u5ef6\u9577\u306b\u3064\u3044\u3066\u306f\u3082\u3063\u3068\u5165\u5ff5\u306e\u8b70\u8ad6\u3092\u3057\u305f\u307b\u3046\u304c\u3044\u3044\u306e\u3067\u306f\u306a\u3044\u304b\uff1f<\/p>\n

\u611f\u60f3\uff1a\u958b\u5834\u6642\u9593\u3092\u9577\u304f\u3059\u308b\u3068\u5e02\u5834\u306b\u3068\u3063\u3066\u3001\u3044\u3044\u4e8b\u3070\u304b\u308a\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u306e\u306f\u4ee5\u5916\u3060\u3063\u305f\u3002<\/p>\n

3.\u3000\u2605\u3000\u6df1\u5c64\u5b66\u7fd2\u3068\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u3092\u7528\u3044\u305f\u591a\u5909\u91cf\u6642\u7cfb\u5217\u4e88\u6e2c\u5668<\/h3>\n

\u6642 \u7cfb \u5217 \u89e3 \u6790 \uff08 FAVAR \uff09\u3001\u6df1 \u5c64 \u5b66 \u7fd2 \uff08Stacked-LSTM\uff09\u3001\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u89e3\u6790\u306e 3 \u3064 \u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u69d8\u3005\u306a\u6642\u7cfb\u5217\u306e\u7d4c\u6e08\u6307\u6a19\uff08\u4f8b\uff1a\u30c9\u30eb\u5186\uff09\u306a\u3069\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u305f\u3000\uff1f\uff1f\u30de\u30b8\u304b\u3088\uff1f<\/p>\n

\u3069\u306e\u3088\u3046\u306a\u5909\u6570\u3092\u9078\u3093\u3067\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u7d44\u3080\u304b\u304c\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u8155\u306e\u898b\u305b\u6240\u2192\u3053\u308c\u3092AI\u306b\u6a21\u5023\u3055\u305b\u305f<\/p>\n

\u4e88\u6e2c\u5668\u306e\u7279\u5fb4\u306f\u3001\u4efb\u610f\u306b\u96c6\u3081\u305f\u6642\u7cfb\u5217\u30c7\u30fc \u30bf\u304b\u3089\u3001\u76ee\u6a19\u3068\u3059\u308b\u5909\u6570\u306e\u4e88\u60f3\u306b\u5f79\u7acb\u3064\u30d1\u30bf\u30fc\u30f3\u3092 \u767a\u898b\u3057\u3001\u6709\u52b9\u306a\u30d5\u30a1\u30af\u30bf\u30fc\u306b\u96c6\u7d04\u3000\uff1f\uff1f\u65e5\u7d4c\u3067\u3084\u3063\u3066\u308b\u3053\u3068\u304b\uff1f<\/p>\n

\u7d50\u8ad6\u3068\u3057\u3066\u3001\u3001\u30c9\u30eb\u5186\u30ec\u30fc\u30c8\u3001TOPIX\u3001 \u9271\u5de5\u696d\u751f\u7523\u306a\u3069\u3067\u306f\u3001VAR\u3088\u308a\u7cbe\u5ea6\u304c\u4e0a\u304c\u3063\u305f<\/p>\n

AI\u3000vs\u3000VAR<\/p>\n

257\u304f\u3089\u3044\u306e\u5909\u6570\u3092\u5229\u7528\uff08\u306a\u3093\u304bGoogle\u306e\u5909\u6570\u6570\u3068\u4f3c\u3066\u306a\u3044\u304b\uff1f\uff57\uff57\uff09
\nVAR\u30e2\u30c7\u30eb
\n\u3000\u5358\u306a\u308b\u81ea\u5df1\u56de\u5e30
\n\u30d7\u30ed\u306e\u5909\u6570\u9078\u629e\u3000\uff1e\u3000VAR
\n\u3000\u4e88\u6e2c\u5b9f\u52d9\u5bb6\u306e\u6063\u610f\u3067\u3042\u308a\u3001\u8155\u306e\u898b\u305b\u3069\u3053\u308d
\n\u4eca\u56de\u306e\u4e88\u6e2c\u671f\u3000\uff1e\u3000VAR
\n\u3000\u5909\u6570\u9078\u629e\u3092\u81ea\u52d5\u306b\u3084\u3063\u3066\u304f\u308c\u308b\u30e2\u30c7\u30eb
\n\u3000\u5b8c\u5168\u306b\u30a4\u30c1\u30bc\u30ed\u3067\u306f\u306a\u304f\u3001\u91cd\u307f\u4ed8\u3051\u3059\u308b\u30e2\u30c7\u30eb
\n\u30d0\u30fc\u30ca\u30f3\u30ad\u306e\u767a\u8868\u304c\u30e2\u30c7\u30eb\u304c\u5143\u306b\u306a\u3063\u3066\u3044\u308b
\n\u30d0\u30fc\u30ca\u30f3\u30ad\u306f\u4e3b\u6210\u5206\u5206\u6790\u3092\u7528\u3044\u3066\u30d5\u30a1\u30af\u30bf\u30fc\u3092\u63a8\u5b9a\u3000\u2192\u3000\u3053\u308c\u3092AI\u3067\u5b9f\u88c5\u3067\u304d\u308b
\n\u7d4c\u6e08\u5b66\u3067\u3082\u591a\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u3067\u3001\u5e02\u6c11\u6a29\u3092\u5f97\u3066\u3044\u308b<\/p>\n

\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u5909\u63db\u306b\u3088\u308b\u591a\u91cd\u89e3\u50cf\u5ea6\u89e3\u6790
\n\u3000\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u5909\u63db\u306e\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3055\u305b\u308b\u3068\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b
\n\u3000
\n1998\u5e74\u301c2015\u5e74\u307e\u3067\u3092\u5b66\u7fd2\u3055\u305b\u305f
\n\u3000\u30c9\u30eb\u5186\u3067\u691c\u8a3c\u3059\u308b\u30681\u30f6\u6708\u5148\u3060\u3068\u304b\u306a\u308a\u306e\u7cbe\u5ea6\u3067\u5f53\u305f\u308b\u30013\u30f6\u6708\u5148\u3067\u3082\u30c8\u30ec\u30f3\u30c9\u304f\u3089\u3044\u306f\u8aad\u3081\u308b<\/p>\n

\u30c9\u30eb\u5186\u3067\u3060\u3051\u3067\u306f\u306a\u304f\u3001TOPIX\u306a\u3069\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u306e\u30c8\u30ec\u30f3\u30c9\u306f\u8aad\u3081\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002\u65e5\u7d4c\u3001\u30c0\u30a6\u3001\u4ed6\u306e\u7d4c\u6e08\u6307\u6a19\u306e\u4e88\u6e2c\u3082\u53ef\u80fd\u3060\u3068\u601d\u3046
\nAI\u4e88\u6e2c\u3068VAR\u3060\u3068\u3001\u4f8b\u3048\u3070\u30c9\u30eb\u5186\u3060\u30681\u30f6\u6708\u5148\u3060\u30680.9\u5186\u306e\u5dee\u3001VAR\u3060\u30681.5\u5186\u306a\u306e\u3067\u3001\u304b\u306a\u308a\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b<\/p>\n

\u30a6\u30a7\u30fc\u30d6\u30ec\u30c3\u30c8\u3092\u5b9f\u88c5\u3057\u306a\u3044\u3068\u3001\u304b\u306a\u308a\u7cbe\u5ea6\u304c\u4f4e\u304f\u306a\u308b
\n\u30ed\u30fc\u30ea\u30f3\u30b0\u3067\u30c7\u30fc\u30bf\u5165\u529b\u671f\u9593\u3092\u9577\u304f\u3059\u308c\u3070\u3001\u591a\u5206\u3001\u7cbe\u5ea6\u306f\u4e0a\u304c\u308b<\/p>\n

\u203b\u2605\u2605\u3053\u306e\u8ad6\u6587\u306f\u3001\u682a\u4fa1\u306e\u4e88\u6e2c\u306e\u53c2\u8003\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u306a\u3044<\/p>\n

4. \u682a\u4fa1\u60c5\u5831\u3092\u6d3b\u7528\u3057\u305f\u3001\u4f01\u696d\u9593\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/h3>\n

\u30c7\u30d5\u30a9\u30eb\u30c8\u306f\u901a\u5e38\u3001\u81ea\u793e\u306e\u8ca1\u52d9\u72b6\u6cc1\u3067\u5224\u65ad\u3002\u53d6\u5f15\u5148\u306e\u8ca1\u52d9\u72b6\u6cc1\u3092\u89b3\u6e2c\u3057\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u78ba\u7387\u3092\u4e88\u6e2c\u3067\u304d\u306a\u3044\u304b
\n\u30de\u30fc\u30c8\u30f3\u30e2\u30c7\u30eb\u3000\u30c7\u30d5\u30a9\u30eb\u30c8\u8a08\u7b97\u3092\u3059\u308b<\/p>\n

\u73fe\u5728\u3001\u91d1\u878d\u6a5f\u95a2\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u5206\u6790\u306b\u306f\u3001\u4f01\u696d\u9593\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u304c\u3042\u308b\u3002\u3053\u308c\u306f\u3001\u4e3b\u306b, \u5b9a\u671f\u7684\u306b\u4f01\u696d\u304c\u516c\u8868\u3059\u308b\u6c7a\u7b97\u60c5\u5831\u304b\u3089, \u53d6\u5f15\u95a2\u4fc2\u3092\u3064\u306a\u304e\u5408\u308f \u305b\u308b\u3053\u3068\u3067\u4f5c\u3089\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u306b\u306f\u3001\u6c7a\u7b97\u671f\u306e\u30ba\u30ec\u3001\u53d6\u5f15\u306e\u6d88\u6ec5\u306a\u3069\u8af8\u554f\u984c\u304c\u5185\u5728\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u4eca\u56de\u306f\u3001\u682a\u4fa1\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u4e0a\u8a18\u3067\u7d39\u4ecb\u3057\u305f\u4f01\u696d\u9593\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\u306e\u4f5c\u696d\u8ca0\u8377\u306e\u4f4e\u6e1b\u3057\u3064\u3064\u3001\u52d5\u7684\u30e2\u30c7\u30eb\uff08\u524d\u8005\u306f\u9759\u7684\u30e2\u30c7\u30eb\uff09\u306e\u69cb\u7bc9\u3092\u8a66\u307f\u305f<\/p>\n

\u6761\u4ef6\u4ed8\u304d\u30c7\u30d5\u30a9\u30eb\u30c8\u78ba\u7387\uff08\u4f01\u696dA\u304c\u5012\u7523\u3057\u305f\u5834\u5408\u3001\u4f01\u696dB\u306f\u3069\u3046\u306a\u308b\u304b\u3092\u30de\u30fc\u30c8\u30f3\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u8a08\u7b97\uff09<\/p>\n

\u901a\u5e38\u306f\u3001Bloomberg\u306e\u6c7a\u7b97\u60c5\u5831\u3092\u898b\u3066\u3001\u3053\u306e\u4f01\u696d\u304c\u3053\u306e\u4f01\u696d\u3068\u3069\u3046\u3044\u3046\u53d6\u5f15\u304c\u3042\u308b\u304b\u3092\u307f\u3066\u30c7\u30d5\u30a9\u30eb\u30c8\u3092\u4e88\u6e2c\u3059\u308b\u304c\u3001\u30c7\u30fc\u30bf\u304c1\u5e74\u9045\u308c\u306a\u3053\u3068\u3068\u3001\u6c7a\u7b97Y\u304c\u305a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u554f\u984c\u3002<\/p>\n

\u4eca\u56de\u306f\u682a\u4fa1\u306e\u76f8\u95a2\u306e\u9ad8\u3044\u4f01\u696d\u3092\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u56f3\u306b\u3057\u3066\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30ea\u30b9\u30af\u306e\u4e88\u6e2c\u304c\u53ef\u80fd\u3067\u306f\u306a\u3044\u304b\u3068\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002<\/p>\n

\u4f8b\u3048\u3070\u3001VW\u306f\u516c\u5bb3\u898f\u5236\u554f\u984c\u3067\u682a\u4fa1\u304c\u66b4\u843d\u3057\u305f\u304c\u3001\u682a\u4fa1\u60c5\u5831\u3092\u5229\u7528\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5229\u7528\u3059\u308b\u3068\u30ea\u30b9\u30af\u60c5\u5831\u304c\u516c\u8868\u3055\u308c\u308b\u524d\u306b\u3001\u305d\u306e\u5146\u5019\u304c\u898b\u3089\u308c\u3001\u3069\u3053\u307e\u3067\u95a2\u4fc2\u4f01\u696d\u306e\u3069\u306e\u8fba\u307e\u3067\u304c\u5e83\u304c\u308b\u304b\u304c\u308f\u304b\u308b<\/p>\n

\u7834\u7dbb\u3057\u305f\u4f01\u696d\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u304b\u3089\u5916\u308c\u3066\u3044\u308b\u3002\u30ea\u30fc\u30de\u30f3\u30b7\u30e7\u30c3\u30af<\/a>\u306e\u5834\u5408\u306f\u3001\u30ea\u30fc\u30de\u30f3\u30d6\u30e9\u30c0\u30fc\u30ba\u3001AIG\u3084\u30e1\u30ea\u30eb\u30ea\u30f3\u30c1\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u304b\u3089\u5916\u308c\u3066\u3044\u305f<\/p>\n

\u682a\u4fa1\u304c\u30ea\u30b9\u30af\u3092\u7e54\u308a\u8fbc\u3093\u3067\u3044\u308b\u4e0b\u843d\u3057\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u5916\u308c\u308b\u306e\u306f\u3001\u304a\u305d\u3089\u304f\u3060\u304c\u3001\u5185\u90e8\u60c5\u5831\u304c\u6f0f\u308c\u682a\u304c\u58f2\u3089\u308c\u308b\u304b\u3089\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3046\u3002<\/p>\n

\u611f\u60f3\uff1a\u6700\u521d\u30bf\u30a4\u30c8\u30eb\u3067\u306f\u3001\u5168\u304f\u610f\u5473\u304c\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u304c\u3001\u682a\u4fa1\u306e\u6025\u843d\u304c\u95a2\u9023\u4f1a\u793e\u306e\u682a\u4fa1\u306b\u5f71\u97ff\u3057\u305f\u308a\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3092\u5f15\u304d\u8d77\u3053\u3057\u305f\u308a\u3059\u308b\u3068\u3044\u3046\u767a\u60f3\u81ea\u4f53\u304c\u9762\u767d\u3044\u3002\u682a\u4fa1\u3092\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u8003\u3048\u308b\u3068\u3044\u3046\u767a\u60f3\u306f\u4ed6\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n

5.\u3000\u50b5\u5238\u5e02\u5834\u306e\u9700\u7d66\u904e\u7a0b\u306b\u7740\u76ee\u3057\u305f\u88c1\u5b9a\u6a5f\u4f1a\u691c\u77e5<\/h3>\n

\u4eee\u8aac\u3000\u50b5\u5238\u5e02\u5834\u306e\u6b6a\u307f\u306f\u77ed\u671f\u3067\u4fee\u6b63\u3055\u308c\u308b\u306f\u305a\u3067\u3001\u305d\u308c\u306f\u88c1\u5b9a\u6a5f\u4f1a\u306b\u306a\u308b\u3002\u6642\u671f\u3092\u6a5f\u68b0\u7684\u306b\u62bd\u51fa\u3059\u308c\u3070\u3001\u30ea\u30bf\u30fc\u30f3\u3092\u3042\u3052\u3089\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3002<\/p>\n

\u50b5\u5238\u5e02\u5834\u306e\u4fa1\u683c\u306f\u3001\u4e00\u822c\u7684\u306b\u666f\u6c17\u3001\u70ba\u66ff\u3001\u91d1\u878d\u653f\u7b56\u306a\u3069\u306e\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30ba\u3068\u6295\u8cc7\u5bb6\u306e\u5fc3\u7406\u72b6\u614b\u3084\u9700\u7d66\u3067\u304d\u307e\u308b\u30c6\u30af\u30cb\u30ab\u30eb\u3067\u6c7a\u307e\u308b<\/p>\n

\u77ed\u671f\u3067\u306f\u7279\u306b\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30ba\u8981\u56e0\u306f\u3001\u5b9f\u306f\u4fa1\u683c\u5f62\u6210\u306b\u3042\u307e\u308a\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u306a\u304f\u3001\u9700\u7d66\u306e\u8981\u56e0\u306b\u5de6\u53f3\u3055\u308c\u308b\u3002<\/p>\n

\u77ed\u671f\u7684\u306b\u306f\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u8981\u56e0\u304c\u3001\u9577\u671f\u7684\u306b\u306f\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30ba\u8981\u56e0\u304c\u91cd\u8981\u3068\u306a\u308b<\/p>\n

\u9700\u7d66\u306b\u3088\u308a\u767a\u751f\u3059\u308b\u30ce\u30a4\u30ba\u306b\u6ce8\u76ee\u3057\u305f\u3002<\/p>\n

\u8aac\u660e\u5909\u6570\u304c\u4f3c\u305f\u308a\u3088\u3063\u305f\u308a\u306e\u52d5\u304d\u3092\u3059\u308b\u306e\u3067\u3001\u591a\u91cd\u56de\u5e30\u3067\u306f\u8aac\u660e\u3067\u304d\u306a\u3044\u3002<\/p>\n

\u50b5\u6a29\u9700\u7d66\u904e\u7a0b\u30e2\u30c7\u30eb\u5316<\/p>\n

PCR\u2192PLS\u306f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u30a2\u30a6\u30c8\u30d1\u30d5\u30a9\u30fc\u30e0\u3057\u305f\u3002\u6a5f\u68b0\u5b66\u7fd2\u3057\u305f\u3082\u306e\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u4eca\u5f8c\u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u3066\u5c06\u6765\u3092\u4e88\u6e2c\u3059\u308b\u306e\u304c\u8ab2\u984c\u3002<\/p>\n

\u50b5\u5238\u4fa1\u683c\u3092\u99c6\u52d5\u3059\u308b\u5171\u901a\u306e\u30d5\u30a1\u30f3 \u30c0\u30e1\u30f3\u30bf\u30eb\u30ba\u8981\u56e0 \u3092\u4e3b\u6210\u5206\u56de\u5e30 (PCR) \u3084\u90e8\u5206\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30 (PLS) \u3092\u7528\u3044\u3066\u62bd\u51fa\u3002\u3053\u308c\u3067\u306f\u3001\u8aac\u660e\u3067\u304d\u306a\u3044\u90e8\u5206\u3092\u9700\u7d66\u8981\u56e0\u306b\u3088\u308a\u767a\u751f\u3057\u305f\u4e00\u6642\u7684\u306a\u4e56\u96e2\u3068\u6349\u3048\u305f
\n\u3053\u308c\u3092\u9700\u7d66\u306b\u3088\u308b\u4e00\u6642\u7684\u306a\u4e56\u96e2\u306e\u5927\u304d\u3055\u3092\u30b7\u30b0\u30ca\u30eb\u3068\u3057\u3066\uff0c\u305d \u306e\u4fee\u6b63\u306b\u8ced\u3051\u308b\u88c1\u5b9a\u53d6\u5f15\u3092\u884c\u3063\u305f\u3002\u305f\u3060\u3057\u3001\u7c73\u56fd\u50b5\u6a29\u306e\u307f\u3067\u6709\u52b9\u3002<\/p>\n

\u50b5\u6a29\u306e\u30e2\u30c7\u30eb\u306f\u3001\u7c73\u56fd\u50b5\u306b\u3057\u304b\u901a\u7528\u3057\u306a\u3044\u3002\u56fd\u5185\u50b5\u5238\u306f\u5168\u304f\u30ef\u30fc\u30af\u3057\u306a\u3044\u3002\u304a\u305d\u3089\u304f\u3001\u65e5\u672c\u50b5\u6a29\u306f\u65e5\u9280\u3084\u653f\u5e9c\u306e\u91d1\u878d\u653f\u7b56\u306e\u5f71\u97ff\u304c\u8272\u6fc3\u304f\u3067\u3066\u3057\u307e\u3044\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306e\u89e3\u6790\u306b\u306f\u5411\u3044\u3066\u3044\u306a\u3044\u304b\u3089\u3002<\/p>\n

\u203b\u50b5\u6a29\u81ea\u4f53\u3042\u307e\u308a\u8208\u5473\u304c\u306a\u304f\u3001\u4e8b\u524d\u306e\u77e5\u8b58\u3082\u306a\u304b\u3063\u305f\u306e\u3067\u3001\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3002<\/p>\n

6.\u3000\u30a2\u30ca\u30ea\u30b9\u30c8\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u306e\u30a2\u30ca\u30ea\u30b9\u30c8\u4e88\u60f3\u6839\u62e0\u60c5\u5831\u306e\u62bd\u51fa<\/h3>\n

\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30a2\u30ca\u30ea\u30b9\u30c8\u4e88\u60f3\u306e\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u6839\u62e0\u60c5\u5831\u3092\u542b\u3080\u6587\u3092\u81ea\u52d5\u7684\u306b\u62bd\u51fa\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848<\/p>\n

\u30a2\u30ca\u30ea\u30b9\u30c8\u30ec\u30dd\u30fc\u30c8\u30001\u65e5\u30001200\u901a\u3000\u5168\u90e8\u719f\u8aad\u3059\u308b\u306e\u306f\u4e0d\u53ef\u80fd\u3060\u3057\u3001\u307b\u3068\u3093\u3069\u5f53\u305f\u3063\u3066\u3044\u306a\u3044<\/p>\n

\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u6839\u62e0\u3068\u306a\u308b\u60c5\u5831<\/p>\n

\u5171\u901a\u983b\u51fa\u8868\u73fe\u3000\u3068\u3000\u624b\u304c\u304b\u308a\u8868\u73fe\u3000\u3092\u5b9a\u7fa9\u3000\u2192\u3000\u3053\u308c\u7d50\u69cb\u3064\u304b\u3048\u308b\u304b\u3082<\/p>\n

\u30de\u30af\u30ed\u7d4c\u6e08\u306b\u5de6\u53f3\u3055\u308c\u308b\u4f01\u696d\u3060\u3068\u30b9\u30b3\u30a2\u304c\u3067\u306b\u304f\u3044<\/p>\n

\u6b63\u76f4\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3002<\/p>\n

\u203b\u3000\u2605\u7d4c\u6e08\u60c5\u5831\u306e\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u51e6\u7406\u624b\u9806\u306e\u8003\u3048\u65b9\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u53c2\u8003\u306b\u306a\u3063\u305f<\/p>\n

7.\u3000FOMC\u306e\u8a55\u4fa1<\/h3>\n

\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u3067FOMC\u8b70\u4e8b\u9332\u306e\u5206\u6790<\/p>\n

\u91d1\u878d\u653f\u7b56\u3092\u7b56\u5b9a\u3059\u308b\u59d4\u54e1\u4f1a\u306e\u8b70 \u4e8b\u9332\u304b\u3089\u96c7\u7528\u3084\u91d1\u878d\u5e02\u5834\u306a\u3069\u306e\u30c8\u30d4\u30c3\u30af\u3092\u62bd\u51fa\u3057\uff0c\u30c8\u30d4\u30c3\u30af\u306b\u5bfe\u3057\u3066\u30c8\u30fc\u30f3\u3092\u8868\u3059\u6975\u6027\u5024\u3092\u4ed8\u4e0e\u3057\u305f\u5f8c\uff0c\u305d \u306e\u30c8\u30d4\u30c3\u30af\u5225\u306e\u6975\u6027\u5024\u3092\u7528\u3044\u3066\uff0c\u91d1\u878d\u653f\u7b56\u306e\u5e02\u5834\u3078\u306e\u5f71\u97ff\u3092\u5206\u6790<\/p>\n

\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u300c\u4fc2\u308a\u53d7\u3051\u95a2\u4fc2\u300d\u3092\u8003\u616e\u3057\u305f\u30c8\u30d4\u30c3 \u30af\u5225\u6975\u6027\u4ed8\u4e0e\u65b9\u6cd5\u306b\u3088\u308b\u30c8\u30d4\u30c3\u30af\u5225\u6975\u6027\u5024\u62bd\u51fa\u6cd5\u306e\u63d0\u6848\u3092\u3059\u308b<\/p>\n

\u96c7\u7528\u3001\u30a4\u30f3\u30d5\u30ec\u3001\u91d1\u878d\u5e02\u5834\u3092\u52d8\u6848\u3057\u3066\u653f\u7b56\u6c7a\u5b9a
\n\u30c6\u30ad\u30b9\u30c8\u3092\u901a\u3057\u3066\u3069\u308c\u3060\u3051\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u306e\u304b\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u306a\u306e\u304b\u3092\u5206\u6790
\n\u30c8\u30d4\u30c3\u30af\u5225\u306e\u6975\u6027\u5024\u3092\u7b97\u51fa<\/p>\n

D.Wu\u306e\u7814\u7a76\u304c\u6709\u540d<\/p>\n

\u8ab2\u984c\u3068\u3057\u3066\u6975\u6027\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u306a\u304f\u3001\u5f37\u3055\u3082\u8003\u616e\u3055\u308c\u3066\u3044\u306a\u3044<\/p>\n

\u30c6\u30ad\u30b9\u30c8\u306e\u524d\u51e6\u7406
\n\u3000Web\u30af\u30ed\u30fc\u30e9\u30fc
\n\u30001993\u301c2016\u5e74\u306e188\u4ef6
\n\u3000\u5f62\u614b\u7d20\u89e3\u6790
\n\u3000\u54c1\u8a5e\u30d5\u30a3\u30eb\u30bf\u30fc\u306a\u3069<\/p>\n

LDA\u306b\u3088\u308b\u30c8\u30d4\u30c3\u30af\u62bd\u51fa<\/p>\n

\u203b\u3061\u306a\u307f\u306b\u6975\u6027\u3068\u306f\u3001\u53d9\u8ff0\u3092\u80af\u5b9a\u3059\u308b\u304b\u5426\u5b9a\u3059\u308b\u304b\u3068\u3044\u3046\u8981\u7d20\u306e\u3053\u3068\u3092\u3044\u3046\u3089\u3057\u3067\u3059\u3002\u77e5\u3089\u3093\u308f\u305d\u3093\u306a\u3082\u306e\u3002
\n\u203b\u3061\u306a\u307f\u306b\u3001\u4fc2\u308a\u53d7\u3051\u3068\u306f\u4e8c\u3064\u306e\u6587\u7bc0\u304c\u610f\u5473\u306e\u4e0a\u3067\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u3068\u304d
\n\u2192\u524d\u306e\u6587\u7bc0\u304c\u5f8c\u306e\u6587\u7bc0\u306b\u300c\u4fc2\u308b\u300d
\n\u2192\u3042\u3068\u306e\u6587\u7bc0\u304c\u524d\u306e\u6587\u7bc0\u3092\u300c\u53d7\u3051\u308b\u300d\u3068\u3044\u3044\u307e\u3059\u3002\u3089\u3057\u3044\u3067\u3059\u3002\u77e5\u3089\u3093\u3002
\n\u611f\u60f3\uff1a\u2605\u3084\u306f\u308a\u3001\u3053\u306e\u8ad6\u6587\u3082\u7d4c\u6e08\u60c5\u5831\u306e\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u51e6\u7406\u624b\u9806\u306e\u8003\u3048\u65b9\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u53c2\u8003\u306b\u306a\u3063\u305f<\/p>\n

8.\u3000\u666e\u904d\u7684\u7d4c\u6e08\u4fa1\u5024\u6307\u6a19\u306e\u5fc5\u8981\u6027\u3068\u305d\u306e\u8a08\u7b97\u53ef\u80fd\u6027<\/h3>\n

\u5546\u54c1\u306a\u3069\u306e\u4fa1\u683c\u306e\u6642\u7cfb\u5217\u4fa1\u683c\u306f\u3001\u5b9f\u969b\u306f\u4fa1\u683c\u306b\u306f\u901a\u8ca8\u81ea\u4f53\u306e\u8a55\u4fa1\u3082\u6df7\u5728\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b
\n\u7814\u7a76\u306e\u554f\u984c\u610f\u8b58\u306f\u3001\u5546\u54c1\u306e\u7d76\u5bfe\u4fa1\u5024\u3001\u30d6\u30ec\u30f3\u30a6\u30c3\u30ba\u4f53\u5236\u4ee5\u524d\u306e\u91d1\u306e\u3088\u3046\u306a\u4fa1\u5024\u6307\u6a19\u306f\u306a\u3044\u306e\u3060\u308d\u3046\u304b\uff1f\u3068\u3044\u3046\u3068\u3053\u308d\u304b\u3089\u51fa\u767a\u3057\u3066\u3044\u308b\u3002<\/p>\n

\u5546\u54c1\u4fa1\u5024\u306e\u6b6a\u307f\u306e\u5b9f\u4f8b\u3060\u304c\u3001\u4f8b\u3048\u3070\u30012013\u5e74\u306b\u65e5\u7d4c\u306f\u5186\u30d9\u30fc\u30b9\u3067\u306f\u5e74\u95931.57\u500d\u306b\u306a\u3063\u305f\u3002\u65e5\u672c\u3067\u306f\u3001\u30c0\u30a6\u3084DAX\u3068\u6bd4\u3079\u308b\u3068\u6d3b\u6cc1\u3060\u3068\u8a00\u308f\u308c\u3066\u3044\u305f\u304c\u3001\u5186\u30d9\u30fc\u30b9\u3067NY\u30c0\u30a6\u3001DAX\u306e\u5e74\u9593\u4e0a\u6607\u7387\u3092\u6bd4\u3079\u308b\u3068\u5b9f\u306f\u305d\u308c\u7a0b\u5909\u308f\u3089\u306a\u3044\u3060<\/p>\n

\u5546\u54c1\u306e\u4fa1\u683c\u3000\uff1d\u3000\u5546\u54c1\u306e\u4ea4\u63db\u4fa1\u5024\uff0f\u901a\u8ca8\u306e\u4ea4\u63db\u4fa1\u5024<\/p>\n

\u5546\u54c1\u306e\u4ea4\u63db\u4fa1\u5024\u3092\u6642\u7cfb\u5217\u3067\u3057\u3063\u304b\u308a\u8ffd\u3048\u308c\u3070\u3001\u771f\u306e\u5546\u54c1\u306e\u4fa1\u683c\u304c\u628a\u63e1\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\uff1f<\/p>\n

\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u7279\u5b9a\u306e\u901a\u8ca8\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u901a\u8ca8 \u53ca\u3073\u5546\u54c1 \u3092\u7e8f\u3081\u3066\u57fa\u6e96\u3068\u3057\u3066\u7528\u3044\u308b\u65b9\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002\u7528\u3044\u308b\u901a\u8ca8\u3001\u5546\u54c1\u306e\u6570\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u7a0b\u3001\u6b6a\u307f\u306f\u89e3\u6d88\u3059\u308b<\/p>\n

\u4fa1\u683c\u3092\u7528\u3044\u305f\u5546\u54c1\u4fa1\u683c\u306f\u6700\u592720\uff05\u7a0b\u5ea6\u306e\u8aa4\u5dee\u304c\u751f\u3058\u308b<\/p>\n

\u611f\u60f3\uff1a\u3000\u3046\u301c\u3093\u3001\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u3002<\/p>\n

9.\u3000\u30b9\u30de\u30fc\u30c8\u30d9\u30fc\u30bf\u904b\u7528\u304c\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u30ba\u904b\u7528\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u3000Dragon Desk LTD<\/h3>\n

\u30b9\u30de\u30fc\u30c8\u30d9\u30fc\u30bf\u3068\u306f\u3001\u5e02\u5834\u306e\u5909\u52d5\u3092\u8aac\u660e\u3059\u308b\u30b7\u30b9 \u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30d5\u30a1\u30af\u30bf\u30fc\u306b\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3092\u9023\u52d5\u3055\u305b\u308b\u6700\u8fd1\u6d41\u884c\u308a\u306e\u30d1\u30c3\u30b7\u30d6\u904b\u7528\u624b\u6cd5
\nGPIF\u3082\u63a1\u7528\u3057\u3001\u30b9\u30de\u30fc\u30c8\u30d9\u30fc\u30bf\u578b\u306eETF\u306e\u8a2d\u5b9a\u3082\u591a\u304f\u306a\u3063\u3066\u304d\u305f<\/p>\n

\u30b9\u30de\u30fc\u30c8\u30d9\u30fc\u30bf\u578b\u304c\u3053\u308c\u3060\u3051\u5897\u3048\u308b\u3068\u4ed6\u306e\u904b\u7528\u624b\u6cd5\u3092\u53d6\u308b\u6295\u8cc7\u306b\u5f71\u97ff\u304c\u3067\u308b\u306f\u305a\uff082016\u5e741\u6708\u301c3\u6708\uff09
\n\u30b9\u30de\u30fc\u30c8\u30d9\u30fc\u30bf\u578b\u306e\u306f\u3084\u308a\u3067\u3042\u308b\u6700\u5c0f\u5206\u6563ETF\u306e\u7d14\u8cc7\u7523\u6b8b\u9ad8\u306e\u6b8b\u9ad8\u304c\u5897\u3048\u308b\u3068\u3068\u3082\u306b\u65e5\u7d4c\u5e73\u5747\u306f\u4e0b\u304c\u308a\u3060\u3057\u305f\u3002\u660e\u78ba\u306a\u56e0\u679c\u95a2\u4fc2\u306f\u8a8d\u3081\u3089\u308c\u306a\u3044\u304c\u306a\u3093\u3089\u304b\u306e\u95a2\u4fc2\u304c\u308b\u3068\u601d\u308f\u308c\u308b
\n\u4f8b\u3048\u3070\u3001\u30d8\u30c3\u30b8\u30d5\u30a1\u30f3\u30c9\u306e\u4e3b\u6d41\u3067\u3042\u308b\u30ed\u30f3\u30b0\u30b7\u30e7\u30fc\u30c8\u904b\u7528\u306f\u540c\u6642\u671f\u304b\u3089\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u60aa\u304f\u306a\u3063\u3066\u3044\u308b<\/p>\n

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