MACD\uff08\u79fb\u52d5\u5e73\u5747\u53ce\u675f\u62e1\u6563\u6cd5\uff09\u306f\u3001\u682a\u5f0f\u3084\u305d\u306e\u4ed6\u306e\u8cc7\u7523\u4fa1\u683c\u306e\u30c8\u30ec\u30f3\u30c9\u3084\u30e2\u30e1\u30f3\u30bf\u30e0\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30c6\u30af\u30cb\u30ab\u30eb\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u30021970\u5e74\u4ee3\u306bGerald Appel\u6c0f\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u3066\u4ee5\u6765\u3001MACD\u306f\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u52b9\u679c\u6027\u304b\u3089\u3001\u6295\u8cc7\u5bb6\u3084\u30c8\u30ec\u30fc\u30c0\u30fc\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u6307\u6a19\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002MACD\u306fEMA\uff08\u6307\u6570\u79fb\u52d5\u5e73\u5747\uff09\u3092\u7528\u3044\u3066\u5e02\u5834\u306e\u5909\u5316\u3092\u6349\u3048\u3001\u58f2\u8cb7\u30b7\u30b0\u30ca\u30eb\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u512a\u4f4d\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001MACD\u306e\u57fa\u672c\u539f\u7406\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u3001\u8a08\u7b97\u65b9\u6cd5\u3001\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u5074\u9762\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u307e\u305f\u3001Java\u3084Python\u3092\u4f7f\u3063\u305fMACD\u53d6\u5f15\u6226\u7565\u306e\u5b9f\u88c5\u65b9\u6cd5\u3082\u7d39\u4ecb\u3057\u3001\u5b9f\u969b\u306e\u30b3\u30fc\u30c9\u4f8b\u3068\u5b9f\u7528\u7684\u306a\u77e5\u898b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u8a18\u4e8b\u3092\u8aad\u307f\u7d42\u3048\u308b\u9803\u306b\u306f\u3001MACD\u3092\u30c6\u30af\u30cb\u30ab\u30eb\u5206\u6790\u304a\u3088\u3073\u30c8\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u5224\u65ad\u306b\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u7dcf\u5408\u7684\u306a\u7406\u89e3\u304c\u5f97\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
MACD\u306f\u300cMoving Average Convergence Divergence\uff08\u79fb\u52d5\u5e73\u5747\u53ce\u675f\u62e1\u6563\uff09\u300d\u306e\u7565\u3067\u3001\u4ee5\u4e0b\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304b\u3089\u69cb\u6210\u3055\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n
\u3053\u308c\u3089\u306e\u8981\u7d20\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u660e\u78ba\u306a\u58f2\u8cb7\u30b7\u30b0\u30ca\u30eb\u304c\u5f97\u3089\u308c\u3001\u30c8\u30ec\u30fc\u30c0\u30fc\u306e\u5224\u65ad\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u6b21\u306b\u3001MACD\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u8a2d\u5b9a\u3068\u8a08\u7b97\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
\u30af\u30e9\u30b7\u30c3\u30af\u306aMACD\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u300c12\u30fb26\u30fb9\u300d\u3067\u3001\u30d5\u30a1\u30b9\u30c8\u30e9\u30a4\u30f3\u3001\u30b9\u30ed\u30fc\u30e9\u30a4\u30f3\u3001\u30b7\u30b0\u30ca\u30eb\u30e9\u30a4\u30f3\u306e\u671f\u9593\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u306f\u9577\u5e74\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u611f\u5ea6\u3068\u5b89\u5b9a\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u597d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u6a19\u6e96\u306e12-26-9\u306b\u52a0\u3048\u3001\u5e02\u5834\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001MACD\u306e\u52b9\u679c\u3092\u6700\u5927\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3069\u306e\u8a2d\u5b9a\u3092\u9078\u3076\u306b\u3057\u3066\u3082\u3001\u81ea\u8eab\u306e\u30c8\u30ec\u30fc\u30c9\u30b9\u30bf\u30a4\u30eb\u3084\u5e02\u5834\u306e\u7279\u6027\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u3053\u308c\u3089\u306fMACD\u306e\u57fa\u672c\u7684\u306a\u30b7\u30b0\u30ca\u30eb\u3067\u3001\u8996\u899a\u7684\u306b\u3082\u5206\u304b\u308a\u3084\u3059\u304f\u3001\u521d\u5fc3\u8005\u306b\u3082\u6271\u3044\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
\u767a\u751f\u6761\u4ef6<\/strong>\uff1a<\/p>\n\n\n\n \u5f62\u6210\u30d7\u30ed\u30bb\u30b9<\/strong>\uff1a<\/p>\n\n\n\n \u3053\u308c\u306f\u4e0a\u6607\u30e2\u30e1\u30f3\u30bf\u30e0\u306e\u920d\u5316\u3092\u610f\u5473\u3057\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u8ee2\u63db\u3084\u8abf\u6574\u5c40\u9762\u306e\u30b5\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u51fa\u6765\u9ad8\u3084RSI\u3001\u30dc\u30ea\u30f3\u30b8\u30e3\u30fc\u30d0\u30f3\u30c9\u306a\u3069\u3068\u4f75\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u51fa\u6765\u9ad8\u304c\u6e1b\u5c11\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u6e1b\u3089\u3059\u3001\u307e\u305f\u306f\u64a4\u9000\u3059\u308b\u5224\u65ad\u6750\u6599\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n \u30c8\u30ec\u30fc\u30c9\u624b\u9806<\/strong>\uff1a<\/p>\n\n\n\n MACD\uff08\u79fb\u52d5\u5e73\u5747\u53ce\u675f\u62e1\u6563\u6cd5\uff09\u306f\u3001\u682a\u5f0f\u3084\u305d\u306e\u4ed6\u306e\u8cc7\u7523\u4fa1\u683c\u306e\u30c8\u30ec\u30f3\u30c9\u3084\u30e2\u30e1\u30f3\u30bf\u30e0\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30c6\u30af\u30cb\u30ab\u30eb\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u30021970\u5e74\u4ee3\u306bGerald Appel\u6c0f\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u3066\u4ee5\u6765\u3001MACD\u306f\u305d\u306e\u30b7\u30f3 […]<\/p>\n","protected":false},"author":1,"featured_media":89,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-88","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-guide"],"featured_image_src":"https:\/\/i0.wp.com\/blog.alltick.co\/ja-jp\/wp-content\/uploads\/sites\/2\/2025\/06\/1_fYe-_JdjIYkHVXj3IJKFPg.jpg?fit=1400%2C582&ssl=1","author_info":{"display_name":"admin","author_link":"https:\/\/blog.alltick.co\/ja-jp\/author\/admin\/"},"_links":{"self":[{"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/posts\/88","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/comments?post=88"}],"version-history":[{"count":2,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/posts\/88\/revisions"}],"predecessor-version":[{"id":91,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/posts\/88\/revisions\/91"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/media\/89"}],"wp:attachment":[{"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/media?parent=88"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/categories?post=88"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.alltick.co\/ja-jp\/wp-json\/wp\/v2\/tags?post=88"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
\n
2.3 \u5f37\u6c17\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\uff08MACD\u30dc\u30c8\u30e0\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\uff09<\/strong><\/h4>\n\n\n\n
\n
\n
3. \u30b3\u30fc\u30c9\u4f8b<\/strong><\/h2>\n\n\n\n
Java<\/strong><\/h4>\n\n\n\n
import java.util.List;\n\nclass TradeClient {\n public static double getCurrentPrice(String symbol) {\n return 0.0; \n }\n}\n\npublic class MACDTradingStrategy {\n\n public static double calculateEMA(List<Double> prices, int period) {\n return 0.0; \n }\n\n public static double calculateMACD(List<Double> prices, int shortPeriod, int longPeriod) {\n double shortEMA = calculateEMA(prices, shortPeriod);\n double longEMA = calculateEMA(prices, longPeriod);\n double dif = shortEMA - longEMA;\n return dif;\n }\n\n public static void main(String[] args) {\n int shortPeriod = 12;\n int longPeriod = 26;\n String symbol = \"AAPL\"; \n List<Double> prices = ...; \n\n double macd = calculateMACD(prices, shortPeriod, longPeriod);\n\n double currentPrice = AlltickClient.getCurrentPrice(symbol);\n\n if (macd > 0 && currentPrice > 0) {\n System.out.println(\"Buy in. Current Price\uff1a\" + currentPrice);\n\n } else if (macd < 0 && currentPrice > 0) {\n\n System.out.println(\"Buy out. Current Price\uff1a\" + currentPrice);\n } else {\n System.out.println(\"No Signal\");\n }\n }\n}<\/pre>\n\n\n\nPython<\/strong><\/h4>\n\n\n\n
import time\n\nclass TradeClient:\n @staticmethod\n def get_current_price(symbol):\n return 0.0 \n\n\ndef calculate_ema(prices, period):\n return 0.0 \n\n\ndef calculate_macd(prices, short_period, long_period):\n short_ema = calculate_ema(prices, short_period)\n long_ema = calculate_ema(prices, long_period)\n dif = short_ema - long_ema\n return dif\n\n\ndef main():\n short_period = 12\n long_period = 26\n symbol = \"AAPL\" \n\n prices = [...] \n\n macd = calculate_macd(prices, short_period, long_period)\n\n current_price = AlltickClient.get_current_price(symbol)\n\n if macd > 0 and current_price > 0:\n print(\"Buy in. Current Price: \", current_price)\n elif macd < 0 and current_price > 0:\n print(\"Buy out. Current Price: \", current_price)\n else:\n print(\"No Signal\")\n\n\nif __name__ == \"__main__\":\n while True:\n main()\n time.sleep(60) <\/pre>\n","protected":false},"excerpt":{"rendered":"