{"id":189,"date":"2025-06-19T09:05:07","date_gmt":"2025-06-19T09:05:07","guid":{"rendered":"https:\/\/blog.alltick.co\/ja-jp\/?p=189"},"modified":"2025-06-19T09:05:09","modified_gmt":"2025-06-19T09:05:09","slug":"how-to-prepare-for-quantitative-trading-in-stocks","status":"publish","type":"post","link":"https:\/\/blog.alltick.co\/ja-jp\/how-to-prepare-for-quantitative-trading-in-stocks\/","title":{"rendered":"\u682a\u5f0f\u306e\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u306b\u5099\u3048\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\uff08\u30af\u30aa\u30f3\u30c6\u30a3\u30c6\u30a3\u30d6\u30fb\u30c8\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\uff09\u306f\u3001\u6570\u5b66\u30e2\u30c7\u30eb\u3001\u7d71\u8a08\u5206\u6790\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3057\u3066\u5927\u91cf\u306e\u5e02\u5834\u30c7\u30fc\u30bf\u3092\u6226\u7565\u306b\u5909\u63db\u3057\u3001\u3088\u308a\u5408\u7406\u7684\u3067\u7cbe\u5ea6\u306e\u9ad8\u3044\u6295\u8cc7\u5224\u65ad\u3092\u4e0b\u3059\u73fe\u4ee3\u7684\u306a\u6295\u8cc7\u624b\u6cd5\u3068\u3057\u3066\u3001\u4e16\u754c\u306e\u91d1\u878d\u5e02\u5834\u3067\u307e\u3059\u307e\u3059\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f1d\u7d71\u7684\u306a\u6295\u8cc7\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u306f\u3088\u308a\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u5e02\u5834\u306e\u30c1\u30e3\u30f3\u30b9\u3092\u6349\u3048\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u80fd\u529b\u306b\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u6280\u8853\u306e\u9032\u6b69\u3068\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6027\u306e\u5411\u4e0a\u306b\u3088\u308a\u3001\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u304c\u79d1\u5b66\u7684\u306a\u624b\u6cd5\u306b\u3088\u3063\u3066\u5b89\u5b9a\u7684\u306a\u30ea\u30bf\u30fc\u30f3\u3092\u5f97\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3001\u682a\u5f0f\u5e02\u5834\u306b\u304a\u3044\u3066\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u3092\u5c0e\u5165\u3057\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u7c73\u56fd\u682a\u5e02\u5834\u3067\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u91d1\u878d\u77e5\u8b58\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u5074\u9762\u306b\u304a\u3051\u308b\u5341\u5206\u306a\u6e96\u5099\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u306b\u5fc5\u8981\u306a\u6e96\u5099\u4e8b\u9805\u3092\u6bb5\u968e\u7684\u306b\u89e3\u8aac\u3057\u3001\u3053\u306e\u52b9\u7387\u7684\u306a\u6295\u8cc7\u624b\u6cd5\u306b\u3064\u3044\u3066\u5305\u62ec\u7684\u306a\u7406\u89e3\u3092\u6df1\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u6280\u8853\u8981\u4ef6<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1.1 \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb<\/strong><\/h4>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a\u306f\u30af\u30aa\u30f3\u30c4\u53d6\u5f15\u306e\u4e2d\u6838\u3067\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u53d6\u5f15\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3001\u81ea\u52d5\u6226\u7565\u306e\u5b9f\u884c\u306b\u306f\u5805\u56fa\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python<\/strong><br>\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u5f37\u529b\u306a\u6a5f\u80fd\u3092\u6301\u3064Python\u306f\u3001\u30af\u30aa\u30f3\u30c4\u5206\u91ce\u3067\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u8a00\u8a9e\u306e\u4e00\u3064\u3067\u3059\u3002Pandas\u3001NumPy\u3001SciPy\u3001Scikit-learn\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u91d1\u878d\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u306b\u5f37\u529b\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>R<\/strong><br>\u7d71\u8a08\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u53ef\u8996\u5316\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u8907\u96d1\u306a\u7d71\u8a08\u30e2\u30c7\u30eb\u3084\u30c6\u30b9\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u30c8\u30ec\u30fc\u30c0\u30fc\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>C++<\/strong><br>\u9ad8\u901f\u6027\u3068\u4f4e\u9045\u5ef6\u3092\u6c42\u3081\u3089\u308c\u308b\u9ad8\u983b\u5ea6\u53d6\u5f15\uff08HFT\uff09\u3067\u306f\u3001C++\u304c\u6700\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u51e6\u7406\u901f\u5ea6\u3068\u5b89\u5b9a\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3067\u6709\u5229\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u305d\u306e\u4ed6<\/strong><br>Java\u3084MATLAB\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002Java\u306f\u5927\u898f\u6a21\u53d6\u5f15\u30b7\u30b9\u30c6\u30e0\u306b\u3001MATLAB\u306f\u30e2\u30c7\u30eb\u958b\u767a\u3084\u691c\u8a3c\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u9078\u5b9a\u306f\u30cb\u30fc\u30ba\u3084\u80cc\u666f\u306b\u5fdc\u3058\u3066\u884c\u3046\u3079\u304d\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u30c7\u30fc\u30bf\u53d6\u5f97<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1 \u9ad8\u54c1\u8cea\u306a\u5e02\u5834\u30c7\u30fc\u30bf<\/strong><\/h4>\n\n\n\n<p>\u6226\u7565\u69cb\u7bc9\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u6027\u3068\u30bf\u30a4\u30df\u30f3\u30b0\u306f\u6210\u679c\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u904e\u53bb\u30c7\u30fc\u30bf<\/strong>\uff1a\u6226\u7565\u958b\u767a\u30fb\u30d0\u30c3\u30af\u30c6\u30b9\u30c8\u306e\u57fa\u76e4\u3067\u3059\u3002\u904e\u53bb\u306e\u5e02\u5834\u74b0\u5883\u306b\u304a\u3051\u308b\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf<\/strong>\uff1a\u81ea\u52d5\u58f2\u8cb7\u3092\u884c\u3046\u969b\u306e\u5373\u6642\u53cd\u5fdc\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30aa\u30eb\u30bf\u30ca\u30c6\u30a3\u30d6\u30c7\u30fc\u30bf<\/strong>\uff1aSNS\u306e\u611f\u60c5\u5206\u6790\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u7d4c\u6e08\u6307\u6a19\u306a\u3069\u304c\u4e88\u6e2c\u529b\u3092\u9ad8\u3081\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.2 \u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u9078\u5b9a<\/strong><\/h4>\n\n\n\n<p>AllTick.co\u3084Bloomberg\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AllTick.co<\/strong><br>\u591a\u8cc7\u7523\u5bfe\u5fdc\u30fb\u9ad8\u983b\u5ea6\u30fb\u4f4e\u9045\u5ef6\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001API\u3082\u591a\u8a00\u8a9e\u5bfe\u5fdc\u3002\u7279\u306b\u7cbe\u5bc6\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6226\u7565\u306b\u6700\u9069\u3067\u3059\u3002\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u9ad8\u304f\u3001\u4e2d\u5c0f\u898f\u6a21\u306e\u30c8\u30ec\u30fc\u30c0\u30fc\u306b\u3082\u4eba\u6c17\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>Bloomberg<\/strong><br>\u5305\u62ec\u7684\u306a\u5e02\u5834\u30c7\u30fc\u30bf\u3068\u30ea\u30b5\u30fc\u30c1\u304c\u5f37\u307f\u3067\u3059\u304c\u3001\u8cbb\u7528\u304c\u9ad8\u3044\u305f\u3081\u67d4\u8edf\u306a\u4e88\u7b97\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u306fAllTick.co\u304c\u3088\u308a\u7af6\u4e89\u529b\u306e\u3042\u308b\u9078\u629e\u80a2\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u6226\u7565\u958b\u767a<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3.1 \u91d1\u878d\u7406\u8ad6\u3068\u6570\u5b66\u7684\u57fa\u76e4<\/strong><\/h4>\n\n\n\n<p>\u52b9\u7387\u7684\u5e02\u5834\u4eee\u8aac\uff08EMH\uff09\u3001\u8cc7\u672c\u8cc7\u7523\u8a55\u4fa1\u30e2\u30c7\u30eb\uff08CAPM\uff09\u3001\u88c1\u5b9a\u4fa1\u683c\u7406\u8ad6\uff08APT\uff09\u306a\u3069\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u6226\u7565\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u7d71\u8a08\u5206\u6790\u3001\u6642\u7cfb\u5217\u89e3\u6790\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30b9\u30ad\u30eb\u304c\u6226\u7565\u8a2d\u8a08\u306b\u5927\u304d\u304f\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3.2 \u6226\u7565\u8a2d\u8a08\u3068\u30d0\u30c3\u30af\u30c6\u30b9\u30c8<\/strong><\/h4>\n\n\n\n<p>\u30c6\u30af\u30cb\u30ab\u30eb\u6307\u6a19\u3001\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u5206\u6790\u3001\u30a4\u30d9\u30f3\u30c8\u30c9\u30ea\u30d6\u30f3\u578b\u306a\u3069\u591a\u69d8\u306a\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u6226\u7565\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u904e\u53bb\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u6709\u52b9\u6027\u30fb\u5b89\u5b9a\u6027\u30fb\u53ce\u76ca\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30b9\u30ea\u30c3\u30da\u30fc\u30b8\u3084\u624b\u6570\u6599\u3082\u8003\u616e\u3057\u3001\u73fe\u5b9f\u7684\u306a\u904b\u7528\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u53d6\u5f15\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u5b9f\u884c\u30b7\u30b9\u30c6\u30e0<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>4.1 \u30d6\u30ed\u30fc\u30ab\u30fcAPI\u306e\u7d71\u5408<\/strong><\/h4>\n\n\n\n<p>\u81ea\u52d5\u57f7\u884c\u306e\u305f\u3081\u306b\u306fAPI\u5bfe\u5fdc\u306e\u8a3c\u5238\u4f1a\u793e\u3092\u9078\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Interactive Brokers\uff08IB\uff09<\/strong><br>\u30b0\u30ed\u30fc\u30d0\u30eb\u5e02\u5834\u30fb\u591a\u8cc7\u7523\u306b\u5bfe\u5fdc\u3057\u305f\u5805\u7262\u306aAPI\u3067\u3001\u30d7\u30ed\u5411\u3051\u306b\u4eba\u6c17\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>TD Ameritrade<\/strong><br>\u521d\u5fc3\u8005\u306b\u3082\u6271\u3044\u3084\u3059\u3044API\u3092\u63d0\u4f9b\u3057\u3001\u958b\u767a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3082\u6d3b\u767a\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>Alpaca<\/strong><br>\u624b\u6570\u6599\u30bc\u30ed\u3001REST API\u3068WebSocket\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5bfe\u5fdc\u3001\u5c0f\u898f\u6a21\u30c8\u30ec\u30fc\u30c0\u30fc\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>4.2 \u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u5b9f\u884c<\/strong><\/h4>\n\n\n\n<p>\u9ad8\u901f\u5b9f\u884c\u306f\u30c1\u30e3\u30f3\u30b9\u640d\u5931\u3084\u30b9\u30ea\u30c3\u30da\u30fc\u30b8\u3092\u9632\u3050\u9375\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b5\u30fc\u30d0\u30fc\u8a2d\u7f6e\u5834\u6240<\/strong>\uff1a\u53d6\u5f15\u6240\u306e\u8fd1\u304f\u306b\u914d\u7f6e\u3059\u308b\u3053\u3068\u3067\u9045\u5ef6\u3092\u6700\u5c0f\u5316\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u6700\u9069\u5316<\/strong>\uff1a\u51e6\u7406\u6642\u9593\u3092\u77ed\u7e2e\u3057\u3001\u53cd\u5fdc\u901f\u5ea6\u3092\u5411\u4e0a\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u54c1\u8cea\u306a\u901a\u4fe1\u56de\u7dda<\/strong>\uff1a\u5b89\u5b9a\u304b\u3064\u9ad8\u901f\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. \u30ea\u30b9\u30af\u7ba1\u7406<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5.1 \u30ea\u30b9\u30af\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9<\/strong><\/h4>\n\n\n\n<p>\u5e02\u5834\u30ea\u30b9\u30af\u3001\u4fe1\u7528\u30ea\u30b9\u30af\u3001\u6d41\u52d5\u6027\u30ea\u30b9\u30af\u306a\u3069\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3059\u308b\u591a\u6b21\u5143\u30ea\u30b9\u30af\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e02\u5834\u30ea\u30b9\u30af<\/strong>\uff1aVaR\u3084\u30dc\u30e9\u30c6\u30a3\u30ea\u30c6\u30a3\u306a\u3069\u3067\u8a55\u4fa1\u3002<\/li>\n\n\n\n<li><strong>\u4fe1\u7528\u30ea\u30b9\u30af<\/strong>\uff1a\u7279\u306b\u30ec\u30d0\u30ec\u30c3\u30b8\u53d6\u5f15\u3067\u306e\u30ab\u30a6\u30f3\u30bf\u30fc\u30d1\u30fc\u30c6\u30a3\u306e\u4fe1\u983c\u6027\u3092\u78ba\u8a8d\u3002<\/li>\n\n\n\n<li><strong>\u6d41\u52d5\u6027\u30ea\u30b9\u30af<\/strong>\uff1a\u51fa\u6765\u9ad8\u3084\u30b9\u30d7\u30ec\u30c3\u30c9\u306b\u6ce8\u76ee\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5.2 \u8cc7\u91d1\u7ba1\u7406\u6226\u7565<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30dd\u30b8\u30b7\u30e7\u30f3\u30b5\u30a4\u30ba\u7ba1\u7406<\/strong>\uff1a\u96c6\u4e2d\u6295\u8cc7\u3092\u907f\u3051\u3001\u30ea\u30b9\u30af\u3092\u5206\u6563\u3002<\/li>\n\n\n\n<li><strong>\u640d\u5207\u308a\u30fb\u5229\u78ba\u30eb\u30fc\u30eb<\/strong>\uff1a\u4e8b\u524d\u306b\u660e\u78ba\u306a\u57fa\u6e96\u3092\u8a2d\u5b9a\u3002<\/li>\n\n\n\n<li><strong>\u5206\u6563\u6295\u8cc7<\/strong>\uff1a\u7570\u306a\u308b\u6226\u7565\u3084\u8cc7\u7523\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. \u6cd5\u898f\u5236\u306e\u9075\u5b88<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>6.1 \u767b\u9332\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/strong><\/h4>\n\n\n\n<p>\u7c73\u56fd\u3067\u306f\u53d6\u5f15\u898f\u6a21\u3084\u53d6\u6271\u5546\u54c1\u306b\u3088\u3063\u3066\u3001<strong>SEC<\/strong>\u3084<strong>CFTC\/NFA<\/strong>\u306a\u3069\u306e\u6a5f\u95a2\u3078\u306e\u767b\u9332\u30fb\u5831\u544a\u7fa9\u52d9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>6.2 \u7c73\u56fd\u8a3c\u5238\u6cd5\u306e\u9075\u5b88<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a3c\u5238\u53d6\u5f15\u6cd5\uff1a\u30a4\u30f3\u30b5\u30a4\u30c0\u30fc\u53d6\u5f15\u3084\u76f8\u5834\u64cd\u7e26\u3092\u7981\u6b62\u3002<\/li>\n\n\n\n<li>\u6295\u8cc7\u4f1a\u793e\u6cd5\uff1a\u9069\u5207\u306a\u904b\u7528\u4f53\u5236\u306e\u78ba\u4fdd\u3002<\/li>\n\n\n\n<li>SOX\u6cd5\u3084\u30c9\u30c3\u30c9\u30fb\u30d5\u30e9\u30f3\u30af\u6cd5\uff1a\u900f\u660e\u6027\u3068\u6295\u8cc7\u5bb6\u4fdd\u8b77\u306e\u89b3\u70b9\u304b\u3089\u91cd\u8981\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>7. \u8cc7\u91d1\u8981\u4ef6<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>7.1 \u521d\u671f\u6295\u8cc7\u8cc7\u91d1<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u8cbb\u7528\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3001\u30b5\u30fc\u30d0\u30fc\u8cbb\u7528\u306a\u3069\u3001\u76f8\u5fdc\u306e\u521d\u671f\u8cc7\u672c\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u9ad8\u983b\u5ea6\u53d6\u5f15\u306e\u5834\u5408\u306f\u3001\u3055\u3089\u306b\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3084\u4f4e\u9045\u5ef6\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u306e\u6295\u8cc7\u3082\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>7.2 \u904b\u7528\u30b3\u30b9\u30c8\u3068\u7ba1\u7406<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u624b\u6570\u6599\uff1a\u9ad8\u983b\u5ea6\u3067\u306f\u7d2f\u7a4d\u30b3\u30b9\u30c8\u304c\u5927\u304d\u304f\u306a\u308b\u305f\u3081\u3001\u5272\u5f15\u4ea4\u6e09\u3082\u91cd\u8981\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u8cfc\u8aad\u8cbb\uff1aAllTick.co\u306a\u3069\u306e\u9ad8\u54c1\u8cea\u30fb\u4f4e\u30b3\u30b9\u30c8\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u6d3b\u7528\u3002<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d0\u30fc\u4ee3\u3001\u901a\u4fe1\u8cbb\u3001\u30b9\u30ea\u30c3\u30da\u30fc\u30b8\u3001\u91d1\u5229\u8ca0\u62c5\u306a\u3069\u3082\u6226\u7565\u8a2d\u8a08\u306b\u7d44\u307f\u8fbc\u3080\u3079\u304d\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>8. \u30c1\u30fc\u30e0\u3068\u30ea\u30bd\u30fc\u30b9<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>8.1 \u8907\u5408\u7684\u306a\u5c02\u9580\u30c1\u30fc\u30e0<\/strong><\/h4>\n\n\n\n<p>\u91d1\u878d\u3001\u6570\u5b66\u3001\u7d71\u8a08\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u30b9\u30ad\u30eb\u3092\u6301\u3064\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30c1\u30fc\u30e0\u304c\u3001\u6226\u7565\u958b\u767a\u3068\u6700\u9069\u5316\u306b\u304a\u3044\u3066\u7af6\u4e89\u512a\u4f4d\u3092\u7bc9\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>8.2 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