{"id":577,"date":"2026-07-15T11:34:27","date_gmt":"2026-07-15T02:34:27","guid":{"rendered":"https:\/\/www.marchboy.xyz\/wordpress\/archives\/577"},"modified":"2026-07-15T11:34:27","modified_gmt":"2026-07-15T02:34:27","slug":"%e6%a0%aa%e4%be%a1%e3%81%aemacd%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/www.marchboy.xyz\/wordpress\/archives\/577","title":{"rendered":"\u682a\u4fa1\u306eMACD\u3068\u306f"},"content":{"rendered":"<h2>MACD\u306e\u57fa\u672c\u6982\u5ff5<\/h2>\n<p>MACD\uff08Moving Average Convergence Divergence\uff09\u306f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u53ce\u675f\u3068\u767a\u6563\u3092\u5143\u306b\u3057\u305f\u30c6\u30af\u30cb\u30ab\u30eb\u6307\u6a19\u3067\u3059\u3002\u77ed\u671f\u3068\u9577\u671f\u306e\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\uff08EMA\uff09\u3068\u306e\u5dee\u3092\u5229\u7528\u3057\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u8ee2\u63db\u70b9\u3084\u52e2\u3044\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n<h3>\u8a08\u7b97\u65b9\u6cd5<\/h3>\n<p>\u4e3b\u306a\u8a08\u7b97\u30b9\u30c6\u30c3\u30d7\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u77ed\u671fEMA\uff08\u4f8b: 12\u65e5\uff09\u3068\u9577\u671fEMA\uff08\u4f8b: 26\u65e5\uff09\u3092\u7b97\u51fa\u3059\u308b\u3002<\/li>\n<li>\u77ed\u671fEMA\u304b\u3089\u9577\u671fEMA\u3092\u5f15\u304d\u3001MACD\u30e9\u30a4\u30f3\u3092\u5f97\u308b\u3002<\/li>\n<li>MACD\u30e9\u30a4\u30f3\u306e9\u65e5EMA\u3092\u30b7\u30b0\u30ca\u30eb\u30e9\u30a4\u30f3\u3068\u3057\u3066\u63cf\u304f\u3002<\/li>\n<li>MACD\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306f\u3001MACD\u30e9\u30a4\u30f3\u3068\u30b7\u30b0\u30ca\u30eb\u30e9\u30a4\u30f3\u306e\u5dee\u3092\u68d2\u30b0\u30e9\u30d5\u3067\u8868\u3059\u3002<\/li>\n<\/ul>\n<h3>\u6d3b\u7528\u4f8b<\/h3>\n<p>\u4ee5\u4e0b\u306f\u4e00\u822c\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u30b7\u30b0\u30ca\u30eb\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30b4\u30fc\u30eb\u30c7\u30f3\u30af\u30ed\u30b9<\/strong>\uff1aMACD\u30e9\u30a4\u30f3\u304c\u30b7\u30b0\u30ca\u30eb\u30e9\u30a4\u30f3\u3092\u4e0b\u304b\u3089\u4e0a\u3078\u629c\u304f\u3068\u3001\u8cb7\u3044\u30b5\u30a4\u30f3\u3068\u307f\u306a\u3059\u3002<\/li>\n<li><strong>\u30c7\u30c3\u30c9\u30af\u30ed\u30b9<\/strong>\uff1a\u9006\u306b\u4e0a\u304b\u3089\u4e0b\u3078\u629c\u304f\u3068\u3001\u58f2\u308a\u30b5\u30a4\u30f3\u3068\u307f\u306a\u3059\u3002<\/li>\n<li>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u304c0\u4ed8\u8fd1\u3067\u62e1\u5927\u3059\u308c\u3070\u3001\u30c8\u30ec\u30f3\u30c9\u304c\u5f37\u307e\u3063\u3066\u3044\u308b\u3068\u5224\u65ad\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u70b9<\/h3>\n<p>MACD\u306f\u9045\u884c\u6307\u6a19\u3067\u3042\u308b\u305f\u3081\u3001\u76f8\u5834\u304c\u6025\u5909\u3059\u308b\u3068\u30b7\u30b0\u30ca\u30eb\u304c\u9045\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4ed6\u306e\u30c6\u30af\u30cb\u30ab\u30eb\u6307\u6a19\u3084\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre><code>\/\/ Python\u3067MACD\u3092\u8a08\u7b97\u3059\u308b\u7c21\u6613\u4f8b\nimport pandas as pd\n\ndef EMA(series, span):\n    return series.ewm(span=span, adjust=False).mean()\n\ndef MACD(df, short=12, long=26, signal=9):\n    df['EMA_short'] = EMA(df['Close'], short)\n    df['EMA_long'] = EMA(df['Close'], long)\n    df['MACD'] = df['EMA_short'] - df['EMA_long']\n    df['Signal'] = EMA(df['MACD'], signal)\n    df['Hist'] = df['MACD'] - df['Signal']\n    return df\n\n# \u4f7f\u7528\u4f8b\n# data = pd.read_csv('stock.csv')\n# result = MACD(data)\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>MACD\u306e\u57fa\u672c\u6982\u5ff5 MACD\uff08Moving Average Convergence Divergence\uff09\u306f\u3001\u79fb\u52d5\u5e73\u5747\u7dda\u306e\u53ce\u675f\u3068\u767a\u6563\u3092\u5143\u306b\u3057\u305f\u30c6\u30af\u30cb\u30ab\u30eb\u6307\u6a19\u3067\u3059\u3002\u77ed\u671f\u3068\u9577\u671f\u306e\u6307\u6570\u5e73\u6ed1\u79fb\u52d5\u5e73\u5747\uff08EMA\uff09\u3068\u306e\u5dee\u3092\u5229\u7528\u3057\u3001\u30c8\u30ec [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-577","post","type-post","status-publish","format-standard","hentry","category-technical-analysis"],"_links":{"self":[{"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/posts\/577","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/comments?post=577"}],"version-history":[{"count":0,"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/posts\/577\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/media?parent=577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/categories?post=577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.marchboy.xyz\/wordpress\/wp-json\/wp\/v2\/tags?post=577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}