{"id":88343,"date":"2023-08-08T18:00:26","date_gmt":"2023-08-08T09:00:26","guid":{"rendered":"https:\/\/www.invast.jp\/blogs\/?p=88343"},"modified":"2025-01-30T16:19:28","modified_gmt":"2025-01-30T07:19:28","slug":"stochastic","status":"publish","type":"post","link":"https:\/\/www.invast.jp\/blogs\/stochastic\/","title":{"rendered":"\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3068\u306f\uff1f\u898b\u65b9\u3084\u8a08\u7b97\u5f0f\u30fb\u9a19\u3057\u306e\u56de\u907f\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e"},"content":{"rendered":"\n<p 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id=\"%E3%83%95%E3%82%A1%E3%83%BC%E3%82%B9%E3%83%88%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9\"><\/span>\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3068\u306f\u3001\uff05K\u3068\uff05D\u3068\u3044\u30462\u3064\u306e\u6307\u6a19\u3092\u4f7f\u3063\u3066\u58f2\u8cb7\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u5224\u65ad\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306f\u3001\u58f2\u8cb7\u30b7\u30b0\u30ca\u30eb\u304c\u65e9\u304f\u51fa\u308b\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u53cd\u9762\u3001\u30c0\u30de\u30b7\u306b\u3042\u3044\u3084\u3059\u3044\u3068\u3044\u3046\u30c7\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3068\u306f\u3001\uff05D\u3068Slow\uff05D\u3068\u3044\u30462\u3064\u306e\u6307\u6a19\u3092\u4f7f\u3063\u3066\u58f2\u8cb7\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u5224\u65ad\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002Slow\uff05D\u3068\u306f\uff05D\u3092\u79fb\u52d5\u5e73\u5747\u5316\u3057\u305f\u3082\u306e\u3067\u3001\uff05D\u306f\uff05K\u3092\u79fb\u52d5\u5e73\u5747\u5316\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306f\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306b\u6bd4\u3079\u308b\u3068\u4fa1\u683c\u3078\u306e\u53cd\u5fdc\u304c\u7de9\u6162\u306a\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u6bd4\u8f03\u7684\u30c0\u30de\u30b7\u304c\u5c11\u306a\u3044\u70b9\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u4e00\u822c\u7684\u306b\u306f\u3001\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9%E3%81%AE%E8%A6%8B%E6%96%B9\"><\/span>\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u898b\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3092\u6d3b\u7528\u3057\u305f\u3001\u58f2\u8cb7\u30b5\u30a4\u30f3\u306e\u898b\u3064\u3051\u65b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u306a\u304a\u4ee5\u4e0b\u306e\u30c1\u30e3\u30fc\u30c8\u3067\u306f\u9752\u306e\u30e9\u30a4\u30f3\u304c\uff05K\u3001\u8d64\u306e\u30e9\u30a4\u30f3\u304c\uff05D\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"650\" height=\"305\" src=\"https:\/\/www.invast.jp\/blogs\/wp-content\/uploads\/2023\/07\/f470ecac932000fe5a8dfd123084d891.png\" alt=\"\" class=\"wp-image-88344\" srcset=\"https:\/\/www.invast.jp\/blogs\/wp-content\/uploads\/2023\/07\/f470ecac932000fe5a8dfd123084d891.png 650w, https:\/\/www.invast.jp\/blogs\/wp-content\/uploads\/2023\/07\/f470ecac932000fe5a8dfd123084d891-300x141.png 300w, https:\/\/www.invast.jp\/blogs\/wp-content\/uploads\/2023\/07\/f470ecac932000fe5a8dfd123084d891-304x143.png 304w, https:\/\/www.invast.jp\/blogs\/wp-content\/uploads\/2023\/07\/f470ecac932000fe5a8dfd123084d891-282x132.png 282w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B2%B7%E3%81%84%E3%82%B5%E3%82%A4%E3%83%B3\"><\/span>\u8cb7\u3044\u30b5\u30a4\u30f3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uff05D\u304c0\uff5e20\uff05\u306e\u6c34\u6e96\u306b\u3042\u308b\u5834\u5408\u3001\u58f2\u3089\u308c\u904e\u304e\u3068\u5224\u65ad\u3067\u304d\u308b\u305f\u3081\u3001\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3053\u306e\u7bc4\u56f2\u3067\uff05K\u304c\uff05D\u3092\u4e0b\u304b\u3089\u4e0a\u306b\u629c\u3051\u3066\u3068\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3088\u308a\u5f37\u3044\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u5834\u5408\u3001Slow\uff05D\u304c0\uff5e20\uff05\u306e\u6c34\u6e96\u306b\u3042\u308b\u5834\u5408\u3001\u58f2\u3089\u308c\u904e\u304e\u3068\u5224\u65ad\u3067\u304d\u308b\u305f\u3081\u3001\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3053\u306e\u7bc4\u56f2\u3067\uff05D\u304cSlow\uff05D\u3092\u4e0b\u304b\u3089\u4e0a\u306b\u629c\u3051\u3066\u3068\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3088\u308a\u5f37\u3044\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A3%B2%E3%82%8A%E3%82%B5%E3%82%A4%E3%83%B3\"><\/span>\u58f2\u308a\u30b5\u30a4\u30f3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uff05D\u304c80\uff5e100\uff05\u306e\u6c34\u6e96\u306b\u3042\u308b\u5834\u5408\u3001\u8cb7\u308f\u308c\u3059\u304e\u3068\u5224\u65ad\u3067\u304d\u308b\u305f\u3081\u3001\u58f2\u308a\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3053\u306e\u7bc4\u56f2\u3067\uff05K\u304c\uff05D\u3092\u4e0a\u304b\u3089\u4e0b\u3078\u629c\u3051\u3066\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3088\u308a\u5f37\u3044\u58f2\u308a\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u5834\u5408\u3001Slow\uff05D\u304c80\uff5e100\uff05\u306e\u6c34\u6e96\u306b\u3042\u308b\u5834\u5408\u3001\u8cb7\u308f\u308c\u3059\u304e\u3068\u5224\u65ad\u3067\u304d\u308b\u305f\u3081\u3001\u58f2\u308a\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3053\u306e\u7bc4\u56f2\u3067\uff05D\u304cSlow\uff05D\u3092\u4e0a\u304b\u3089\u4e0b\u3078\u629c\u3051\u3066\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3088\u308a\u5f37\u3044\u58f2\u308a\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%80%E3%82%A4%E3%83%90%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%82%B9\"><\/span>\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u3068\u306f\u300c\u9006\u884c\u73fe\u8c61\u300d\u3068\u3044\u3046\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002FX\u3067\u306f\u76f8\u5834\u304c\u4e0a\u6607\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306f\u4e0b\u843d\u3001\u3042\u308b\u3044\u306f\u76f8\u5834\u304c\u4e0b\u843d\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u304c\u4e0a\u6607\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u76f8\u5834\u3068\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u5024\u52d5\u304d\u304c\u9006\u884c\u3059\u308b\u3053\u3068\u3092\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u3068\u8a00\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u306f\u30c8\u30ec\u30f3\u30c9\u306e\u52e2\u3044\u304c\u5f31\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u305f\u3081\u3001\u53cd\u8ee2\u306e\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u4e0a\u6607\u76f8\u5834\u306b\u304a\u3051\u308b\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u306f\u58f2\u308a\u30b5\u30a4\u30f3\u3001\u4e0b\u843d\u76f8\u5834\u3067\u306e\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u306f\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9%E3%81%AE%E8%A8%88%E7%AE%97%E5%BC%8F\"><\/span>\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u8a08\u7b97\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u8a08\u7b97\u5f0f\u3092\u3001\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3068\u3001\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306b\u5206\u3051\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%95%E3%82%A1%E3%83%BC%E3%82%B9%E3%83%88%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9-2\"><\/span>\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\uff05K\u3068\uff05D\u306e\u8a08\u7b97\u65b9\u6cd5\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\uff05K\u306e\u8a08\u7b97\u65b9\u6cd5\u3011<br>\uff05K=\uff08C\uff0dLn\uff09\u00f7\uff08Hn\uff0dLn\uff09\u2715100<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\uff05D\u306e\u8a08\u7b97\u65b9\u6cd5\u3011<br>\uff05D=\uff08C\uff0dLn\uff09\u306em\u65e5\u9593\u306e\u5408\u8a08\u00f7\uff08Hn\u2015Ln\uff09\u306em\u65e5\u9593\u306e\u5408\u8a08<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\uff1a\u76f4\u8fd1\u306e\u7d42\u5024<br>L\uff1a\u671f\u9593n\u306e\u6700\u5b89\u5024<br>H\uff1a\u671f\u9593n\u306e\u6700\u9ad8\u5024<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff4e\u306f\u4e00\u822c\u7684\u306b9\u65e5\u9593\u3092\u4f7f\u7528\u3057\u307e\u3059\u304c\u30015\u308414\u304c\u4f7f\u308f\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%83%AD%E3%83%BC%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9-2\"><\/span>\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306e\u8a08\u7b97\u5f0f\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Slow\uff05K\uff1d\uff05D<br>Slow\uff05D\uff1dn\u65e5\u306e\uff05D\u306e\u5358\u7d14\u79fb\u52d5\u5e73\u5747<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff4e\u306f\u539f\u52473\u65e5\u9593\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B9%E3%83%88%E3%82%AD%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%82%AF%E3%82%B9%E3%81%A7%E3%83%80%E3%83%9E%E3%82%B7%E3%82%92%E5%9B%9E%E9%81%BF%E3%81%99%E3%82%8B%E6%96%B9%E6%B3%95\"><\/span>\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3067\u30c0\u30de\u30b7\u3092\u56de\u907f\u3059\u308b\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u306f\u30b9\u30ed\u30fc\u30b9\u30c8\u30ad\u30e3\u30b9\u30c6\u30a3\u30af\u30b9\u3092\u5229\u7528\u3057\u3066\u3082\u30c0\u30de\u30b7\u306b\u3042\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30c0\u30de\u30b7\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ed6\u306e\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u30fc\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u58f2\u8cb7\u30b5\u30a4\u30f3\u3092\u5224\u65ad\u3059\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306fMACD\u3068\u30dc\u30ea\u30f3\u30b8\u30e3\u30fc\u30d0\u30f3\u30c9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"MACD%E3%81%A8%E7%B5%84%E3%81%BF%E5%90%88%E3%82%8F%E3%81%9B%E3%82%8B\"><\/span>MACD\u3068\u7d44\u307f\u5408\u308f\u305b\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p 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