{"id":3545,"date":"2026-03-09T13:11:16","date_gmt":"2026-03-09T05:11:16","guid":{"rendered":"http:\/\/xuebuwan.com\/wp\/archives\/3545"},"modified":"2026-03-09T14:44:51","modified_gmt":"2026-03-09T06:44:51","slug":"kdj%e6%8c%87%e6%a0%87%ef%bc%9a%e7%9f%ad%e7%ba%bf%e4%ba%a4%e6%98%93%e5%88%a9%e5%99%a8","status":"publish","type":"post","link":"http:\/\/xuebuwan.com\/wp\/?p=3545","title":{"rendered":"KDJ\u6307\u6807\uff1a\u77ed\u7ebf\u4ea4\u6613\u5229\u5668"},"content":{"rendered":"<p>\u5728\u6280\u672f\u5206\u6790\u7684\u4e16\u754c\u91cc\uff0c\u6280\u672f\u6307\u6807\u662f\u4ea4\u6613\u8005\u89e3\u8bfb\u5e02\u573a\u8bed\u8a00\u7684\u91cd\u8981\u5de5\u5177\u3002\u800c\u5728\u4f17\u591a\u6307\u6807\u4e2d\uff0cKDJ \u6307\u6807\uff08\u968f\u673a\u6307\u6807\uff09\u56e0\u5176\u7075\u654f\u5ea6\u9ad8\u3001\u4fe1\u53f7\u660e\u786e\uff0c\u6210\u4e3a\u77ed\u7ebf\u4ea4\u6613\u8005\u6700\u5e38\u7528\u7684\u5de5\u5177\u4e4b\u4e00\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5c31\u6765\u8be6\u7ec6\u8bb2\u89e3 KDJ \u6307\u6807\u7684\u539f\u7406\u3001\u7528\u6cd5\u548c\u5b9e\u6218\u6280\u5de7\uff0c\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u8fd0\u7528\u8fd9\u4e2a\u5de5\u5177\u3002<\/p>\n<h3>KDJ \u539f\u7406<\/h3>\n<p>KDJ \u6307\u6807\uff0c\u5168\u79f0 Random Index\uff08\u968f\u673a\u6307\u6807\uff09\uff0c\u7531\u7f8e\u56fd\u6280\u672f\u5206\u6790\u5927\u5e08 George Lane \u4e8e 1950 \u5e74\u4ee3\u63d0\u51fa\u3002\u5b83\u7684\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u5728\u4ef7\u683c\u4e0a\u6da8\u65f6\uff0c\u6536\u76d8\u4ef7\u503e\u5411\u4e8e\u63a5\u8fd1\u5468\u671f\u5185\u7684\u6700\u9ad8\u4ef7\uff1b\u5728\u4ef7\u683c\u4e0b\u8dcc\u65f6\uff0c\u6536\u76d8\u4ef7\u503e\u5411\u4e8e\u63a5\u8fd1\u5468\u671f\u5185\u7684\u6700\u4f4e\u4ef7\u3002\u901a\u8fc7\u6bd4\u8f83\u6536\u76d8\u4ef7\u4e0e\u5468\u671f\u5185\u6700\u9ad8\u4ef7\u3001\u6700\u4f4e\u4ef7\u7684\u5173\u7cfb\uff0c\u53ef\u4ee5\u5224\u65ad\u5e02\u573a\u662f\u5426\u5904\u4e8e\u8d85\u4e70\u6216\u8d85\u5356\u72b6\u6001\u3002<\/p>\n<p>KDJ 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\u5b9e\u73b0<\/h3>\n<p>\u5bf9\u4e8e\u559c\u6b22\u91cf\u5316\u4ea4\u6613\u7684\u670b\u53cb\uff0c\u4ee5\u4e0b\u662f KDJ \u6307\u6807\u7684 Python \u5b9e\u73b0\u4ee3\u7801\uff1a<\/p>\n<pre><code class=\"lang-python language-python python\">\nimport pandas as pd\nimport numpy as np\n\ndef kdj(high, low, close, n=9, m1=3, m2=2):\n    # \u8ba1\u7b97 n \u5468\u671f\u5185\u7684\u6700\u9ad8\u4ef7\u548c\u6700\u4f4e\u4ef7\n    low_n = low.rolling(n).min()\n    high_n = high.rolling(n).max()\n\n    # \u8ba1\u7b97 RSV\uff08\u672a\u6210\u719f\u968f\u673a\u503c\uff09\n    rsv = (close - low_n) \/ (high_n - low_n) * 100\n\n    # \u8ba1\u7b97 K \u503c\uff08RSV \u7684\u6307\u6570\u79fb\u52a8\u5e73\u5747\uff09\n    k = rsv.ewm(com=m1-1, adjust=False).mean()\n\n    # \u8ba1\u7b97 D \u503c\uff08K \u503c\u7684\u6307\u6570\u79fb\u52a8\u5e73\u5747\uff09\n    d = k.ewm(com=m2-1, adjust=False).mean()\n\n    # \u8ba1\u7b97 J \u503c\n    j = 3*k - 2*d\n\n    return k, d, j\n\n# \u4f7f\u7528\u793a\u4f8b\n# df[&#039;K&#039;], df[&#039;D&#039;], df[&#039;J&#039;] = kdj(df[&#039;high&#039;], df[&#039;low&#039;], df[&#039;close&#039;])<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u4f7f\u7528 pandas \u548c numpy \u5e93\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u96c6\u6210\u5230\u91cf\u5316\u7b56\u7565\u4e2d\u3002<code>rolling()<\/code> \u51fd\u6570\u7528\u4e8e\u8ba1\u7b97\u6eda\u52a8\u7a97\u53e3\u5185\u7684\u6700\u503c\uff0c<code>ewm()<\/code> \u51fd\u6570\u7528\u4e8e\u8ba1\u7b97\u6307\u6570\u79fb\u52a8\u5e73\u5747\u3002<\/p>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<p>\u867d\u7136 KDJ \u6307\u6807\u529f\u80fd\u5f3a\u5927\uff0c\u4f46\u4f7f\u7528\u65f6\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<p><strong>KDJ \u9002\u5408\u9707\u8361\u884c\u60c5\uff0c\u8d8b\u52bf\u884c\u60c5\u5bb9\u6613\u5931\u6548<\/strong>\u3002\u8fd9\u662f KDJ \u6307\u6807\u6700\u5927\u7684\u5c40\u9650\u6027\u3002\u5728\u9707\u8361\u5e02\u4e2d\uff0c\u4ef7\u683c\u5728\u4e00\u5b9a\u533a\u95f4\u5185\u6ce2\u52a8\uff0cKDJ 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