{"id":12705,"date":"2025-05-12T15:34:09","date_gmt":"2025-05-12T06:34:09","guid":{"rendered":"https:\/\/aibashiro.jp\/contents\/?p=12705"},"modified":"2026-02-20T11:47:19","modified_gmt":"2026-02-20T02:47:19","slug":"simple-moving-average","status":"publish","type":"post","link":"https:\/\/aibashiro.jp\/contents\/simple-moving-average\/","title":{"rendered":"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u3068\u306f\uff1f\u304a\u3059\u3059\u3081\u8a2d\u5b9a\u3084\u898b\u65b9\u30fb\u5229\u76ca\u3092\u51fa\u3059\u6d3b\u7528\u6cd5\u3092\u30d7\u30ed\u304c\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"<p>\u300c\u682a\u3092\u59cb\u3081\u305f\u3051\u308c\u3069\u3001\u30c1\u30e3\u30fc\u30c8\u306e\u7dda\u304c\u591a\u3059\u304e\u3066\u4f55\u3092\u898b\u308c\u3070\u3044\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u3068\u60a9\u3093\u3067\u3044\u307e\u305b\u3093\u304b\u3002<\/p>\n<p>\u6295\u8cc7\u306e\u4e16\u754c\u3067\u6700\u3082\u57fa\u672c\u7684\u3067\u3042\u308a\u306a\u304c\u3089\u3001\u591a\u304f\u306e\u30d7\u30ed\u3082\u611b\u7528\u3057\u7d9a\u3051\u3066\u3044\u308b\u306e\u304c\u300c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u300d\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e1\u672c\u306e\u7dda\u3092\u6b63\u3057\u304f\u7406\u89e3\u3059\u308b\u3060\u3051\u3067\u3001\u4eca\u306e\u76f8\u5834\u304c\u300c\u8cb7\u3044\u300d\u306a\u306e\u304b\u300c\u58f2\u308a\u300d\u306a\u306e\u304b\u3001\u9a5a\u304f\u307b\u3069\u660e\u78ba\u306b\u898b\u3048\u3066\u304d\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u5229\u76ca\u306b\u76f4\u7d50\u3059\u308b\u8a2d\u5b9a\u3001\u3055\u3089\u306b\u306f\u52dd\u7387\u3092\u9ad8\u3081\u308b\u58f2\u8cb7\u30b5\u30a4\u30f3\u307e\u3067\u3092\u521d\u5fc3\u8005\u306e\u65b9\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<a href=\"https:\/\/aibashiro.jp\/contents\/ai00015\/\"><\/a><\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/ai00015\/\">\u3010\u682a\u6280\u8853\u3011\u30d7\u30ed\u30c8\u30ec\u30fc\u30c0\u30fc\u76f4\u4f1d\uff01\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3044\u3053\u306a\u305d\u3046<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u3093\u306a\u306e\u304b\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u89e3\u8aac\u3059\u308b\u524d\u306b\u3001\u524d\u63d0\u77e5\u8b58\u3068\u3057\u3066\u79fb\u52d5\u5e73\u5747\u7dda\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f<\/h3>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306b\u3064\u3044\u3066\u89e3\u8aac\u3059\u308b\u524d\u306b\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u305d\u3082\u305d\u3082\u306a\u3093\u306a\u306e\u304b\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p>\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u3001\u682a\u4fa1\u30c1\u30e3\u30fc\u30c8\u306b\u8868\u3055\u308c\u308b\u7dda\u30b0\u30e9\u30d5\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image1-5.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12706\" \/><\/p>\n<p>\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u3001\u4e00\u5b9a\u671f\u9593\u306e\u7d42\u5024\u306e\u5e73\u5747\u5024\u3092\u7dda\u3067\u3064\u306a\u3044\u3067\u5f62\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image8-2.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12713\" \/><\/p>\n<p>\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3046\u3068\u30ce\u30a4\u30ba\u3068\u306a\u308b\u65e5\u3005\u306e\u7d30\u304b\u306a\u4fa1\u683c\u5909\u52d5\u3092\u53d6\u308a\u9664\u304d\u3001\u3088\u308a\u660e\u78ba\u306b\u5e02\u5834\u306e\u30c8\u30ec\u30f3\u30c9\u304c\u308f\u304b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u682a\u4fa1\u304c\u6bce\u65e5\u4e0a\u4e0b\u306b\u52d5\u304f\u306a\u304b\u3067\u3001\u76f8\u5834\u306e\u6d41\u308c\u3092\u898b\u6975\u3081\u308b\u306e\u306f\u96e3\u3057\u3044\u3082\u306e\u3067\u3059\u304c\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3046\u3068\u7c21\u5358\u306b\u30c8\u30ec\u30f3\u30c9\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u5e02\u5834\u306b\u53c2\u52a0\u3057\u3066\u3044\u308b\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u305f\u3061\u306e\u8003\u3048\u3084\u611f\u60c5\u304c\u7dcf\u5408\u7684\u306b\u8868\u308c\u305f\u3082\u306e\u3068\u3057\u3066\u6349\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u5358\u7d14\u306a\u4ed5\u7d44\u307f\u306a\u304c\u3089\u3001\u5e02\u5834\u304c\u8cb7\u3044\u512a\u52e2\u304b\u58f2\u308a\u512a\u52e2\u304b\u3092\u5224\u65ad\u3059\u308b\u4e0a\u3067\u8cb4\u91cd\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3066\u304f\u308c\u308b\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u5206\u6790\u306b\u304a\u3051\u308b\u57fa\u672c\u7684\u304b\u3064\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h3>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u3068\u306f<\/h3>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u3068\u306f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u306e1\u7a2e\u3067\u3059\u3002<\/p>\n<p>\u79fb\u52d5\u5e73\u5747\u7dda\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u305d\u306e\u306a\u304b\u3067\u6700\u3082\u30aa\u30fc\u30bd\u30c9\u30c3\u30af\u30b9\u306a\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4ed6\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u7a2e\u985e\u3068\u3057\u3066\u3001\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\u7dda\uff08EMA\uff09\u3084\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\u7dda\uff08EMA\uff09\u3084\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09\u306f\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u306b\u6bd4\u3079\u308b\u3068\u76f4\u8fd1\u306e\u4fa1\u683c\u3092\u53cd\u6620\u3057\u3084\u3059\u304f\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u7279\u6b8a\u306a\u79fb\u52d5\u5e73\u5747\u7dda\u3067\u3059\u3002<\/p>\n<p>\u3067\u3059\u304c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u8a2d\u5b9a\u304c\u306a\u304f\u4e00\u5b9a\u671f\u9593\u306e\u7d42\u5024\u306e\u5e73\u5747\u3092\u3068\u3063\u305f\u3060\u3051\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u540c\u3058\u610f\u5473\u3067\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p>\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\u7dda\uff08EMA\uff09\u3084\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09\u306b\u3064\u3044\u3066\u306f\u5f8c\u307b\u3069\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/strongest-moving-average\/\">\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u6700\u5f37\u306e\u8a2d\u5b9a\u306f\uff1f\u682a\u587e\u6d41\u8a2d\u5b9a\u3082\u7d39\u4ecb<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u4ed5\u7d44\u307f<\/h2>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u306f\u3001\u904e\u53bb\u4e00\u5b9a\u671f\u9593\u306b\u304a\u3051\u308b\u682a\u4fa1\u306e\u7d42\u5024\u306e\u5e73\u5747\u3092\u7dda\u3067\u8868\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u306f\u3001\u682a\u4fa1\u306e\u5e73\u5747\u7684\u306a\u52d5\u304d\u3092\u8868\u3059\u6ed1\u3089\u304b\u306a\u7dda\u3067\u3059\u3002<\/p>\n<p>\u8a08\u7b97\u65b9\u6cd5\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">SMA = \u904e\u53bbn\u65e5\u9593\u306e\u7d42\u5024\u5408\u8a08 \u00f7 n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u5177\u4f53\u4f8b\u3068\u3057\u3066\u30015\u65e5SMA\u3067\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td>5\u65e5\u76ee<\/td>\n<td>500\u5186<\/td>\n<\/tr>\n<tr>\n<td>4\u65e5\u76ee<\/td>\n<td>400\u5186<\/td>\n<\/tr>\n<tr>\n<td>3\u65e5\u76ee<\/td>\n<td>300\u5186<\/td>\n<\/tr>\n<tr>\n<td>2\u65e5\u76ee<\/td>\n<td>200\u5186<\/td>\n<\/tr>\n<tr>\n<td>1\u65e5\u76ee<\/td>\n<td>100\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>(500\u5186 + 400\u5186 + 300\u5186 + 200\u5186 + 100\u5186) \u00f7 5 = 300\u5186<\/p>\n<p>\u3053\u306e\u8a08\u7b97\u3092\u6bce\u65e5\u66f4\u65b0\u3057\u3001\u5f97\u3089\u308c\u305f\u5024\u3092\u3064\u306a\u3050\u3068SMA\u306e\u30e9\u30a4\u30f3\u304c\u5f62\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>SMA\u306e\u7279\u9577\u306f\u3001\u8a08\u7b97\u5bfe\u8c61\u3068\u306a\u308b\u5168\u671f\u9593\u306e\u682a\u4fa1\u3092\u5747\u7b49\u306b\u6271\u3046\u305f\u3081\u3001\u682a\u4fa1\u306e\u6025\u6fc0\u306a\u5909\u52d5\u306b\u5bfe\u3057\u3066\u3082\u7de9\u3084\u304b\u306b\u53cd\u5fdc\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u5e02\u5834\u306e\u77ed\u671f\u7684\u306a\u5024\u52d5\u304d\u306b\u60d1\u308f\u3055\u308c\u305a\u5927\u5c40\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u3092\u628a\u63e1\u3057\u305f\u3044\u6295\u8cc7\u5bb6\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/moving-average-fx\/\">\u79fb\u52d5\u5e73\u5747\u7dda\u306fFX\u3067\u3069\u3046\u4f7f\u3046\uff1f\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e3\u3064\u306e\u898b\u65b9<\/h2>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e3\u3064\u306e\u898b\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u8aac\u660e\u3059\u308b\u898b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">1.\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u5411\u304d\u306b\u6ce8\u76ee<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">2.\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u89d2\u5ea6\u306b\u6ce8\u76ee<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">3.\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u682a\u4fa1\u306e\u4f4d\u7f6e\u306b\u6ce8\u76ee<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u305d\u308c\u305e\u308c\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>1.\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u5411\u304d\u306b\u6ce8\u76ee<\/h3>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u5411\u304d\u306b\u6ce8\u76ee\u3059\u308b\u3068\u3001\u76f8\u5834\u306e\u30c8\u30ec\u30f3\u30c9\u304c\u3072\u3068\u76ee\u3067\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image5-4.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12710\" 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decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image9-2.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12714\" \/><\/p>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u89d2\u5ea6\u3092\u307f\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u682a\u306e\u5c06\u6765\u306e\u5024\u52d5\u304d\u3092\u4e88\u60f3\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u304c\u6025\u89d2\u5ea6\u3067\u4e0a\u6607\u3057\u3066\u3044\u308b\u682a\u306f\u3001\u77ed\u671f\u9593\u3067\u5927\u304d\u306a\u5229\u76ca\u3092\u5f97\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u6025\u6fc0\u306a\u8abf\u6574\u304c\u5165\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3068\u60f3\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u9006\u306b\u7de9\u3084\u304b\u306a\u89d2\u5ea6\u3067\u4e0a\u6607\u3057\u3066\u3044\u308b\u682a\u306f\u3001\u4eca\u5f8c\u3082\u3058\u308f\u3058\u308f\u3068\u6642\u9593\u3092\u304b\u3051\u3066\u4e0a\u304c\u3063\u3066\u3044\u304f\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u9577\u671f\u6295\u8cc7\u306b\u9069\u3057\u305f\u9298\u67c4\u3068\u3082\u3068\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u89d2\u5ea6\u3092\u89b3\u5bdf\u3059\u308b\u3053\u3068\u3067\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u52e2\u3044\u3084\u305d\u306e\u5024\u52d5\u304d\u306e\u4e88\u6e2c\u307e\u3067\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u682a\u4fa1\u306e\u4f4d\u7f6e\u306b\u6ce8\u76ee<\/h3>\n<p>\u682a\u4fa1\u304c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3088\u308a\u3082\u4e0a\u306b\u3042\u308b\u306e\u304b\u4e0b\u306b\u3042\u308b\u306e\u304b\u306b\u6ce8\u76ee\u3059\u308b\u3068\u3001\u76f8\u5834\u306b\u53c2\u52a0\u3057\u3066\u3044\u308b\u6295\u8cc7\u5bb6\u306e\u5fc3\u7406\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image3-5.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12708\" \/><\/p>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306f\u300c\u3042\u308b\u671f\u9593(\uff4e\u65e5\u9593\u306a\u3069)\u306b\u682a\u3092\u8cb7\u3063\u305f\u4eba\u306e\u5e73\u5747\u8cfc\u5165\u4fa1\u683c\u300d\u3068\u3082\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u73fe\u5728\u306e\u682a\u4fa1\u304c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0a\u56de\u3063\u3066\u3044\u308c\u3070\u305d\u306e\u671f\u9593\uff08\uff4e\u65e5\u9593\uff09\u306b\u8cfc\u5165\u3057\u305f\u6295\u8cc7\u5bb6\u306e\u591a\u304f\u304c\u5229\u76ca\u3092\u5f97\u3066\u3044\u308b\u72b6\u614b\u3060\u3068\u63a8\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u5229\u76ca\u3092\u51fa\u3057\u3066\u3044\u308b\u6295\u8cc7\u5bb6\u306f\u697d\u89b3\u7684\u3067\u4fdd\u6709\u3092\u7d9a\u3051\u308b\u50be\u5411\u304c\u3042\u308b\u305f\u3081\u3001\u76f8\u5834\u306f\u554f\u984c\u306a\u304f\u4e0a\u6607\u3092\u7d9a\u3051\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u53cd\u5bfe\u306b\u682a\u4fa1\u304c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0b\u56de\u308b\u3068\u3001\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u304c\u640d\u5931\u3092\u62b1\u3048\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u6295\u8cc7\u5bb6\u305f\u3061\u306f\u3055\u3089\u306a\u308b\u4e0b\u843d\u3092\u6050\u308c\u3066\u58f2\u308a\u306b\u3067\u3084\u3059\u304f\u306a\u308a\u3001\u7d50\u679c\u3068\u3057\u3066\u682a\u4fa1\u306f\u4e0b\u3052\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u63a8\u6e2c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u682a\u4fa1\u3068\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u95a2\u4fc2\u3092\u307f\u308b\u3060\u3051\u3067\u3001\u5e02\u5834\u5168\u4f53\u306e\u5fc3\u7406\u72b6\u614b\u3068\u4eca\u5f8c\u306e\u52d5\u304d\u3092\u4e88\u6e2c\u3059\u308b\u624b\u304c\u304b\u308a\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/aibashiro.jp\/contents\/cr00140\/\"><\/a><\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/cr00140\/\">\u3010\u30d7\u30ed\u76f4\u4f1d\u3011\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u6700\u9069\u306a\u8a2d\u5b9a\u5024\u3068\u306f\uff1f\u8a2d\u5b9a\u5909\u66f4\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3057\u307e\u3059<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u671f\u9593\u8a2d\u5b9a<\/h2>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4f7f\u3044\u3053\u306a\u3059\u306b\u306f\u300c\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u304c\u6ce8\u76ee\u3057\u3066\u3044\u308b\u671f\u9593\u300d\u3092\u9078\u3076\u3053\u3068\u304c\u6700\u3082\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<p>\u306a\u305c\u306a\u3089\u3001\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u304c\u540c\u3058\u671f\u9593\u306e\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u307f\u3066\u3044\u308b\u3068\u3001\u305d\u306e\u7dda\u3092\u610f\u8b58\u3057\u305f\u58f2\u8cb7\u304c\u884c\u308f\u308c\u3084\u3059\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u5229\u7528\u3057\u305f\u63a8\u6e2c\u304c\u5f53\u305f\u308b\u53ef\u80fd\u6027\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u5b9f\u969b\u306b\u3069\u306e\u671f\u9593\u3092\u8a2d\u5b9a\u3059\u3079\u304d\u306a\u306e\u304b\u3001\u5177\u4f53\u7684\u306b\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u65e5\u8db3\u30c1\u30e3\u30fc\u30c8\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u671f\u9593<\/h3>\n<p>\u307b\u3068\u3093\u3069\u306e\u6295\u8cc7\u5bb6\u306f\u77ed\u671f\u30fb\u4e2d\u671f\u30fb\u9577\u671f\u306e3\u7a2e\u985e\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u65e5\u8db3\u30c1\u30e3\u30fc\u30c8\u3067\u591a\u304f\u306e\u30c8\u30ec\u30fc\u30c0\u30fc\u304c\u63a1\u7528\u3057\u3066\u3044\u308b\u671f\u9593\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>\u8a2d\u5b9a\u671f\u9593<\/td>\n<td>\u610f\u5473<\/td>\n<\/tr>\n<tr>\n<td>\u77ed\u671f<\/td>\n<td>5\u65e5\u300110\u65e5<\/td>\n<td>1\u9031\u9593\u30012\u9031\u9593<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u671f<\/td>\n<td>25\u65e5\u300150\u65e5<\/td>\n<td>1\u30f5\u6708\u30012\u30f5\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u9577\u671f<\/td>\n<td>75\u65e5\u3001100\u65e5\u3001200\u65e5<\/td>\n<td>3\u30f5\u6708\u30014\u30f5\u6708\u30018\u30f5\u6708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>\u3053\u308c\u3089\u306e\u671f\u9593\u304c\u7279\u306b\u91cd\u8996\u3055\u308c\u308b\u7406\u7531\u306f\u3001\u76f8\u5834\u3067\u306f1\u9031\u9593\uff085\u65e5\u9593\uff09\u30841\u30f5\u6708(25\u65e5)\u3068\u3044\u3046\u7bc0\u76ee\u304c\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u306b\u610f\u8b58\u3055\u308c\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4f01\u696d\u306e\u6c7a\u7b97\u767a\u8868\u304c3\u30f5\u6708\uff08\u7d0475\u65e5\uff09\u3054\u3068\u306b\u3042\u308b\u3053\u3068\u3082\u3001\u3053\u306e\u671f\u9593\u304c\u91cd\u8996\u3055\u308c\u308b\u5927\u304d\u306a\u8981\u56e0\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u9031\u8db3\u30fb\u6708\u8db3\u30c1\u30e3\u30fc\u30c8\u3067\u306e\u671f\u9593\u8a2d\u5b9a<\/h3>\n<p>\u65e5\u8db3\u4ee5\u5916\u306e\u30bf\u30a4\u30e0\u30d5\u30ec\u30fc\u30e0\u3067\u3082\u3001\u540c\u69d8\u306e\u8003\u3048\u65b9\u3067\u671f\u9593\u8a2d\u5b9a\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u9031\u9593\u30c1\u30e3\u30fc\u30c8<\/p>\n<table>\n<tbody>\n<tr>\n<td>\u8a2d\u5b9a\u671f\u9593<\/td>\n<td>\u9031\u9593<\/td>\n<td>\u610f\u5473<\/td>\n<\/tr>\n<tr>\n<td>\u77ed\u671f<\/td>\n<td>13\u9031<\/td>\n<td>3\u30f5\u6708\uff08\u56db\u534a\u671f\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u671f<\/td>\n<td>26\u9031<\/td>\n<td>\u534a\u5e74<\/td>\n<\/tr>\n<tr>\n<td>\u9577\u671f<\/td>\n<td>52\u9031<\/td>\n<td>1\u5e74<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>\u6708\u8db3\u30c1\u30e3\u30fc\u30c8<\/p>\n<table>\n<tbody>\n<tr>\n<td>\u8a2d\u5b9a\u671f\u9593<\/td>\n<td>\u6708\u6570<\/td>\n<td>\u610f\u5473<\/td>\n<\/tr>\n<tr>\n<td>\u77ed\u671f<\/td>\n<td>6\u30f5\u6708<\/td>\n<td>\u534a\u5e74<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u671f<\/td>\n<td>12\u30f5\u6708<\/td>\n<td>1\u5e74<\/td>\n<\/tr>\n<tr>\n<td>\u9577\u671f<\/td>\n<td>24\u30f5\u6708<\/td>\n<td>2\u5e74<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>\u9031\u9593\u30fb\u6708\u8db3\u30c1\u30e3\u30fc\u30c8\u3067\u591a\u304f\u306e\u6295\u8cc7\u5bb6\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u8a2d\u5b9a\u671f\u9593\u306f\u8868\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>\u5fdc\u7528\u65b9\u6cd5\u306e1\u3064\u3068\u3057\u3066\u306f\u300110\u65e5\u308450\u65e5\u306a\u3069\u65e5\u8db3\u30c1\u30e3\u30fc\u30c8\u3067\u307f\u3066\u3044\u305f\u3082\u306e\u3092\u3001\u9031\u8db3\u30c1\u30e3\u30fc\u30c8\u30672\u9031\u308410\u9031\u306a\u3069\u306b\u8a2d\u5b9a\u3057\u3066\u89b3\u5bdf\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u30ce\u30a4\u30ba\u3068\u306a\u308b\u5c0f\u3055\u306a\u5024\u52d5\u304d\u3092\u6392\u9664\u3067\u304d\u3001\u30c8\u30ec\u30f3\u30c9\u3092\u8aad\u307f\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u30011\u3064\u306e\u76f8\u5834\u3092\u69d8\u3005\u306a\u89d2\u5ea6\u304b\u3089\u307f\u3066\u5206\u6790\u3059\u308b\u3068\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3067\u304d\u308b\u306e\u3067\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u81ea\u5206\u306b\u5408\u3063\u305f\u671f\u9593\u3092\u898b\u3064\u3051\u308b\u30b3\u30c4<\/h3>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u65e5\u6570\u3092\u8a2d\u5b9a\u3059\u308b\u4e0a\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u300c\u7d76\u5bfe\u7684\u306a\u6b63\u89e3\u306f\u306a\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u6295\u8cc7\u30b9\u30bf\u30a4\u30eb\u3084\u6295\u8cc7\u671f\u9593\u306b\u3088\u3063\u3066\u3001\u6700\u9069\u306a\u8a2d\u5b9a\u306f\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u77ed\u671f\u30c8\u30ec\u30fc\u30c9\u3092\u30e1\u30a4\u30f3\u306b\u3057\u3066\u3044\u308b\u306a\u3089\u30015\u65e5\u300110\u65e5\u300125\u65e5\u3068\u3044\u3063\u305f\u77ed\u3081\u306e\u671f\u9593\u8a2d\u5b9a\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<p>\u53cd\u5bfe\u306b\u3001\u9577\u671f\u6295\u8cc7\u3092\u5fc3\u304c\u3051\u3066\u3044\u308b\u65b9\u306a\u3089\u300150\u65e5\u3001100\u65e5\u3001200\u65e5\u3068\u3044\u3063\u305f\u9577\u3081\u306e\u8a2d\u5b9a\u304c\u76f8\u5834\u306e\u5927\u304d\u306a\u6d41\u308c\u3092\u6349\u3048\u308b\u306e\u306b\u5f79\u7acb\u3064\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u6700\u7d42\u7684\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u671f\u9593\u8a2d\u5b9a\u3092\u8a66\u3057\u3066\u307f\u3066\u3001\u81ea\u5206\u306e\u53d6\u5f15\u30b9\u30bf\u30a4\u30eb\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u898b\u3064\u3051\u3066\u3044\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/aibashiro.jp\/contents\/cr00092\/\"><\/a><\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/cr00092\/\">\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u898b\u65b9\u3068\u306f\uff1f\u521d\u5fc3\u8005\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u4ee5\u5916\u306e\u79fb\u52d5\u5e73\u5747\u7dda<\/h2>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u4ee5\u5916\u306b\u3082\u69d8\u3005\u306a\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\uff08EMA\uff09\u3068\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3>\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u7dda\uff08EMA\uff09<\/h3>\n<p>\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u7dda\uff08EMA\uff09\u306f\u300c\u76f4\u8fd1\u306e\u4fa1\u683c\u5909\u52d5\u306b\u5f37\u304f\u53cd\u5fdc\u3059\u308b\u300d\u3068\u3044\u3046\u7279\u5fb4\u3092\u6301\u3064\u79fb\u52d5\u5e73\u5747\u7dda\u3067\u3059\u3002<\/p>\n<p>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u304c\u904e\u53bb\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u5747\u7b49\u306b\u6271\u3046\u306e\u306b\u5bfe\u3057\u3001EMA\u306f\u76f4\u8fd1\u306e\u30c7\u30fc\u30bf\u3092\u91cd\u8996\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>EMA\u306e\u8a08\u7b97\u5f0f\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">EMA\uff1d{\u76f4\u8fd1\u306e\u4fa1\u683c\u00d72\uff0b1\u3064\u524d\u307e\u3067\u306eEMA\u00d7\uff08n-1\uff09}\u00f7\uff08n+1\uff09<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u3053\u3053\u3067\u306en\u306f\u671f\u9593\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p>\u5f0f\u3060\u3051\u307f\u308b\u3068\u5c11\u3057\u96e3\u3057\u3044\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u8a08\u7b97\u3057\u3066\u307f\u308b\u3068\u7c21\u5358\u3067\u3059\u3002<\/p>\n<p>\u5177\u4f53\u4f8b\u3068\u3057\u3066\u30015\u65e5\u9593\u306eEMA\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td>5\u65e5\u76ee<\/td>\n<td>500\u5186<\/td>\n<\/tr>\n<tr>\n<td>4\u65e5\u76ee<\/td>\n<td>400\u5186<\/td>\n<\/tr>\n<tr>\n<td>3\u65e5\u76ee<\/td>\n<td>300\u5186<\/td>\n<\/tr>\n<tr>\n<td>2\u65e5\u76ee<\/td>\n<td>200\u5186<\/td>\n<\/tr>\n<tr>\n<td>1\u65e5\u76ee<\/td>\n<td>100\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>5\u65e5EMA = (500+500+400+300+200+100) \u00f7 6 = 333.333\u5186<\/p>\n<p>\u3053\u306e\u8a08\u7b97\u304b\u3089\u308f\u304b\u308b\u3088\u3046\u306b\u3001EMA\u306f\u76f4\u8fd1\u306e\u4fa1\u683c\uff08500\u5186\uff09\u304c2\u56de\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308aEMA\u306f\u3001SMA\u3088\u308a\u3082\u5e02\u5834\u306e\u5909\u5316\u306b\u65e9\u304f\u53cd\u5fdc\u3059\u308b\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306bEMA\u306f\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u8ee2\u63db\u70b9\u3092\u3044\u3061\u65e9\u304f\u5bdf\u77e5\u3067\u304d\u308b\u305f\u3081\u77ed\u671f\u30c8\u30ec\u30fc\u30c9\u3092\u884c\u3046\u6295\u8cc7\u5bb6\u306b\u4eba\u6c17\u3067\u3059\u3002<\/p>\n<h3>\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09<\/h3>\n<p>\u52a0\u91cd\u79fb\u52d5\u5e73\u5747\u7dda\uff08WMA\uff09\u306f\u300c\u6700\u8fd1\u306e\u4fa1\u683c\u306b\u5bfe\u3057\u6bd4\u4f8b\u7684\u306b\u91cd\u307f\u3092\u3064\u3051\u308b\u300d\u3068\u3044\u3046\u7279\u5fb4\u3092\u6301\u3064\u79fb\u52d5\u5e73\u5747\u7dda\u3067\u3059\u3002<\/p>\n<p>WMA\u306f\u3001SMA\u3088\u308a\u3082\u5e02\u5834\u306e\u5909\u5316\u306b\u654f\u611f\u306b\u53cd\u5fdc\u3057\u3064\u3064\u3082\u3001EMA\u307b\u3069\u904e\u654f\u3067\u306f\u306a\u3044\u30d0\u30e9\u30f3\u30b9\u306e\u3068\u308c\u305f\u6307\u6a19\u3060\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>WMA\u306e\u8a08\u7b97\u5f0f\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">WMA\uff1d{(Pn\u00d7n)+(Pn-1\u00d7(n-1))+&#8230;+(P2\u00d72)+(P1\u00d71)} \u00f7 n+(n-1)+&#8230;+2+1<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Pn\u306f\u6700\u65b0\u306e\u4fa1\u683c\u3001P1\u306f\u6700\u3082\u53e4\u3044\u4fa1\u683c\u3001n\u306f\u671f\u9593\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p>\u8a08\u7b97\u5f0f\u3060\u3051\u307f\u308b\u3068\u96e3\u3057\u3044\u306e\u3067\u3002\u5177\u4f53\u4f8b\u3068\u3057\u3066\u30015\u65e5\u9593\u306eWMA\u3092\u8a08\u7b97\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td>\u65e5\u6570<\/td>\n<td>\u4fa1\u683c<\/td>\n<td>\u91cd\u307f<\/td>\n<td>\u52a0\u91cd\u4fa1\u683c<\/td>\n<\/tr>\n<tr>\n<td>5\u65e5\u76ee<\/td>\n<td>500\u5186<\/td>\n<td>5<\/td>\n<td>2,500\u5186<\/td>\n<\/tr>\n<tr>\n<td>4\u65e5\u76ee<\/td>\n<td>400\u5186<\/td>\n<td>4<\/td>\n<td>1,600\u5186<\/td>\n<\/tr>\n<tr>\n<td>3\u65e5\u76ee<\/td>\n<td>300\u5186<\/td>\n<td>3<\/td>\n<td>900\u5186<\/td>\n<\/tr>\n<tr>\n<td>2\u65e5\u76ee<\/td>\n<td>200\u5186<\/td>\n<td>2<\/td>\n<td>400\u5186<\/td>\n<\/tr>\n<tr>\n<td>1\u65e5\u76ee<\/td>\n<td>100\u5186<\/td>\n<td>1<\/td>\n<td>100\u5186<\/td>\n<\/tr>\n<tr>\n<td>\u5408\u8a08<\/td>\n<td><\/td>\n<td>15<\/td>\n<td>5,500\u5186<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>5\u65e5WMA = 5,500\u5186 \u00f7 15 = 366.666\u5186<\/p>\n<p>WMA\u3067\u306f\u3053\u306e\u3088\u3046\u306b\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u307b\u3069\u5927\u304d\u306a\u91cd\u307f\u3092\u4e0e\u3048\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u307b\u3069\u5c0f\u3055\u306a\u91cd\u307f\u3092\u4e0e\u3048\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u6700\u65b0\u306e\u5024\u52d5\u304d\u3092\u91cd\u8996\u3057\u306a\u304c\u3089\u3082\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3082\u9069\u5207\u306b\u8003\u616e\u3057\u305f\u5e73\u5747\u5024\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u77ed\u671f\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u3067EMA\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3051\u3069\u3001\u611f\u5ea6\u304c\u5f37\u3059\u304e\u308b\u3068\u601d\u3046\u65b9\u306fWMA\u3092\u4f7f\u3063\u3066\u307f\u308b\u306e\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/aibashiro.jp\/contents\/stocks-golden-cross-win-rate\/\"><\/a><\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/stocks-golden-cross-win-rate\/\">\u682a\u306b\u304a\u3051\u308b\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u306e\u52dd\u7387\u306f35.71\uff05\uff01\u904e\u53bb20\u5e74\u9593\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5fb9\u5e95\u691c\u8a3c<\/a><\/p>\n<h2>\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u4f7f\u3044\u65b9<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u5177\u4f53\u7684\u306a\u4f7f\u3044\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u4f7f\u3044\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u30c7\u30c3\u30c9\u30af\u30ed\u30b9<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u30b0\u30e9\u30f3\u30d3\u30eb\u306e\u6cd5\u5247<\/li>\n<\/ul>\n<p>\u305d\u308c\u305e\u308c\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9<\/h3>\n<p>\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u306f\u300c\u76f8\u5834\u304c\u4e0a\u6607\u30c8\u30ec\u30f3\u30c9\u306b\u8ee2\u63db\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u8cb7\u3044\u30b7\u30b0\u30ca\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u77ed\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304c\u9577\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0b\u304b\u3089\u4e0a\u3078\u3068\u7a81\u304d\u629c\u3051\u308b\u72b6\u614b\u304c\u3001\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image4-4.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12709\" \/><\/p>\n<p>\u77ed\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304c\u9577\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0a\u629c\u3051\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u6700\u8fd1\u306e\u4fa1\u683c\u52d5\u5411\u304c\u904e\u53bb\u306e\u5e73\u5747\u3092\u4e0a\u56de\u3063\u3066\u3044\u3066\u4f9b\u7d66\u3088\u308a\u3082\u9700\u8981\u304c\u5897\u3048\u3066\u3044\u308b\u8a3c\u62e0\u3067\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u5e02\u5834\u306e\u52e2\u3044\u304c\u5f31\u6c17\u304b\u3089\u5f37\u6c17\u3078\u3068\u8ee2\u63db\u3059\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8cb7\u3044\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u3068\u308b\u3068\u3001\u4e0a\u6607\u30c8\u30ec\u30f3\u30c9\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u30a8\u30f3\u30c8\u30ea\u30fc\u3067\u304d\u308b\u30c1\u30e3\u30f3\u30b9\u3092\u63b4\u3081\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306e\u4f8b\u3067\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image11-1.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12716\" \/><\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9\u304c\u304a\u3053\u3063\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u53d6\u5f15\u3092\u3059\u308b\u3068\u3001\u4e0a\u6607\u30c8\u30ec\u30f3\u30c9\u306e\u521d\u671f\u6bb5\u968e\u3067\u53c2\u52a0\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30c3\u30c9\u30af\u30ed\u30b9<\/h3>\n<p>\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u306f\u300c\u76f8\u5834\u304c\u4e0b\u964d\u30c8\u30ec\u30f3\u30c9\u306b\u8ee2\u63db\u3057\u305f\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3068\u3044\u3046\u58f2\u308a\u30b7\u30b0\u30ca\u30eb\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u3068\u306f\u3001\u77ed\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304c\u9577\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0a\u304b\u3089\u4e0b\u3078\u3068\u7a81\u304d\u629c\u3051\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image7-1.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12712\" \/><\/p>\n<p>\u5b9f\u969b\u306e\u4f8b\u3092\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u304c\u304a\u3053\u308b\u3068\u3001\u76f8\u5834\u306f\u4e0b\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u77ed\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304c\u9577\u671f\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0b\u56de\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u682a\u3092\u8cb7\u3046\u4eba\u3088\u308a\u58f2\u308b\u4eba\u306e\u65b9\u304c\u591a\u304f\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u30c7\u30c3\u30c9\u30af\u30ed\u30b9\u304c\u767a\u751f\u3057\u305f\u3089\u682a\u3092\u58f2\u5374\u3057\u305f\u308a\u3001\u8cb7\u3044\u5897\u3057\u3092\u3084\u3081\u305f\u308a\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h3>\u30b0\u30e9\u30f3\u30d3\u30eb\u306e\u6cd5\u5247<\/h3>\n<p>\u30b0\u30e9\u30f3\u30d3\u30eb\u306e\u6cd5\u5247\u306f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u6d3b\u7528\u3057\u305f\u53d6\u5f15\u6226\u7565\u306e\u57fa\u672c\u539f\u5247\u3067\u3001\u30b8\u30e7\u30bc\u30d5\u30fbE\u30fb\u30b0\u30e9\u30f3\u30d3\u30eb\u306b\u3088\u3063\u3066\u78ba\u7acb\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u8cb7\u3044\u30b7\u30b0\u30ca\u30eb\u3068\u58f2\u308a\u30b7\u30b0\u30ca\u30eb\u3001\u305d\u308c\u305e\u308c4\u3064\u305a\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/aibashiro.jp\/contents\/wp\/wp-content\/uploads\/2025\/05\/image6-2.png\" alt=\"\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u3068\u306f\u306a\u306b\uff1f\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u8a2d\u5b9a\u3082\u89e3\u8aac\" width=\"800\" height=\"450\" class=\"alignnone size-full wp-image-12711\" \/><\/p>\n<p>\u8cb7\u3044\u306e\u30b7\u30b0\u30ca\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3059\u3079\u304d4\u3064\u306e\u72b6\u6cc1<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u682a\u4fa1\u304c\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0b\u65b9\u304b\u3089\u4e0a\u65b9\u3078\u7a81\u7834<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u682a\u4fa1\u304c\u4e00\u6642\u7684\u306b\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0b\u56de\u3063\u305f\u5f8c\u3001\u3059\u3050\u306b\u56de\u5fa9\u3057\u3066\u4e0a\u6607\u3092\u518d\u958b<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u00a0\u4e0a\u6607\u30c8\u30ec\u30f3\u30c9\u4e2d\u306e\u682a\u4fa1\u304c\u8abf\u6574\u5c40\u9762\u3067\u4e0b\u843d\u3057\u3066\u3082\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u5272\u308a\u8fbc\u307e\u305a\u3001\u305d\u306e\u5f8c\u518d\u3073\u4e0a\u6607\u306b\u8ee2\u3058\u308b<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u00a0\u4e0b\u964d\u30c8\u30ec\u30f3\u30c9\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304b\u3089\u5927\u304d\u304f\u4e56\u96e2\u3057\u3066\u4fa1\u683c\u304c\u6025\u843d\u3057\u305f\u5f8c\u3001\u53cd\u767a\u4e0a\u6607\u304c\u4e88\u60f3\u3055\u308c\u308b\u5834\u5408<\/li>\n<\/ol>\n<p>\u58f2\u308a\u306e\u30b7\u30b0\u30ca\u30eb\u3068\u3057\u3066\u6ce8\u76ee\u3059\u3079\u304d4\u3064\u306e\u72b6\u6cc1<\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u682a\u4fa1\u304c\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0a\u65b9\u304b\u3089\u4e0b\u65b9\u3078\u7a81\u7834\u3057\u3001\u4e0b\u843d\u304c\u7d99\u7d9a<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u4e0b\u964d\u30c8\u30ec\u30f3\u30c9\u4e2d\u306b\u682a\u4fa1\u304c\u4e00\u6642\u7684\u306b\u79fb\u52d5\u5e73\u5747\u7dda\u3092\u4e0a\u56de\u3063\u305f\u3082\u306e\u306e\u3001\u3059\u3050\u306b\u4e0b\u843d\u57fa\u8abf\u306b\u623b\u308b<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u4e0b\u964d\u30c8\u30ec\u30f3\u30c9\u4e2d\u306e\u682a\u4fa1\u304c\u4e0a\u6607\u5c40\u9762\u3067\u79fb\u52d5\u5e73\u5747\u7dda\u307e\u3067\u5230\u9054\u3057\u305f\u304c\u7a81\u7834\u3067\u304d\u305a\u3001\u518d\u3073\u4e0b\u843d\u306b\u8ee2\u3058\u308b<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\u4e0a\u6607\u30c8\u30ec\u30f3\u30c9\u306e\u79fb\u52d5\u5e73\u5747\u7dda\u304b\u3089\u4e0a\u65b9\u3078\u4e56\u96e2\u3057\u3066\u4fa1\u683c\u304c\u6025\u9a30\u3057\u3001\u5927\u5e45\u306a\u8abf\u6574\u304c\u898b\u8fbc\u307e\u308c\u308b\u5834\u5408<\/li>\n<\/ol>\n<p>\u30b0\u30e9\u30f3\u30d3\u30eb\u306e\u6cd5\u5247\u306f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u3067\u30a8\u30f3\u30c8\u30ea\u30fc\u3059\u308b\u969b\u306e\u57fa\u790e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u5f8c\u6295\u8cc7\u5bb6\u3068\u3057\u3066\u53d6\u5f15\u3092\u91cd\u306d\u308b\u4e0a\u3067\u30b0\u30e9\u30f3\u30d3\u30eb\u306e\u6cd5\u5247\u3092\u5fdc\u7528\u3059\u308b\u53ef\u80fd\u6027\u3082\u5341\u5206\u3042\u308a\u5f97\u308b\u306e\u3067\u3001\u982d\u306e\u7247\u9685\u306b\u304a\u3044\u3066\u304a\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<br \/>\n<a href=\"https:\/\/aibashiro.jp\/contents\/sma-ema-difference\/\"><\/a><\/p>\n<p><a href=\"https:\/\/aibashiro.jp\/contents\/sma-ema-difference\/\">\u3010\u6bd4\u8f03\u8868\u4ed8\u3011SMA\u3068EMA\u306e\u9055\u3044\u3068\u306f\uff1f\u9805\u76ee\u5225\u3067\u5fb9\u5e95\u6bd4\u8f03<\/a><\/p>\n<h2 data-path-to-node=\"75\">\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\u306b\u95a2\u3059\u308bQ\uff06A<\/h2>\n<h3 data-path-to-node=\"76\">Q1. \u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u3068\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\u7dda\uff08EMA\uff09\u306f\u3069\u3061\u3089\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u304b\uff1f<\/h3>\n<p data-path-to-node=\"77\">A. \u6295\u8cc7\u30b9\u30bf\u30a4\u30eb\u306b\u3088\u308a\u307e\u3059\u304c\u3001\u521d\u5fc3\u8005\u306e\u65b9\u306b\u306f\u300c\u5358\u7d14\u79fb\u52d5\u5e73\u5747\u7dda\uff08SMA\uff09\u300d\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n<p data-path-to-node=\"77\">\u7406\u7531\u306f\u3001\u5229\u7528\u8005\u304c\u6700\u3082\u591a\u304f\u3001\u6559\u79d1\u66f8\u901a\u308a\u306e\u52d5\u304d\u3092\u3057\u3084\u3059\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n<p data-path-to-node=\"77\">\u77ed\u671f\u58f2\u8cb7\u3067\u5c11\u3057\u3067\u3082\u65e9\u3044\u53cd\u5fdc\u3092\u6c42\u3081\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3089\u3001EMA\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u308b\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3 data-path-to-node=\"78\">Q2. \u671f\u9593\u8a2d\u5b9a\u3092\u300c25\u65e5\u300d\u3067\u306f\u306a\u304f\u300c20\u65e5\u300d\u306b\u3057\u3066\u3044\u308b\u4eba\u3082\u3044\u307e\u3059\u304c\u3001\u3069\u3061\u3089\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/h3>\n<p data-path-to-node=\"79\">A. 25\u65e5\u306f1\u30f6\u6708\u306e\u55b6\u696d\u65e5\uff08\u304b\u3064\u3066\u306e\u571f\u66dc\u55b6\u696d\u542b\u3080\u6163\u7fd2\uff09\u300120\u65e5\u306f\u73fe\u5728\u306e1\u30f6\u6708\u306e\u55b6\u696d\u65e5\u3092\u610f\u8b58\u3057\u305f\u6570\u5024\u3067\u3059\u3002<\/p>\n<p data-path-to-node=\"79\">\u3069\u3061\u3089\u3082\u9593\u9055\u3044\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u65e5\u672c\u306e\u682a\u5f0f\u5e02\u5834\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066\u300c25\u65e5\u300d\u304c\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3060\u308f\u308a\u304c\u306a\u3051\u308c\u3070\u3001\u307e\u305a\u306f\u300c25\u65e5\u300d\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u7121\u96e3\u3067\u3059\u3002<\/p>\n<h3 data-path-to-node=\"80\">Q3. 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