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0.75\\u500dATR(14)<\\\/td><\\\/tr><tr><td>\\u770b\\u8dcc\\u786e\\u8ba4<\\\/td><td>\\u4fe1\\u53f7\\u8721\\u70db\\u56fe\\u8fdb\\u5165EMA(20)\\u533a\\u57df\\uff0c\\u6536\\u76d8\\u4f4e\\u4e8eEMA(20)\\uff0c\\u6536\\u76d8\\u4f4e\\u4e8e\\u5f00\\u76d8\\u4ef7\\uff0c\\u4e14\\u4e0d\\u4f4e\\u4e8eEMA(20) 0.75\\u500dATR(14)<\\\/td><\\\/tr><tr><td>\\u5165\\u573a<\\\/td><td>\\u5b8c\\u6210\\u4fe1\\u53f7\\u8721\\u70db\\u56fe\\u540e\\u7684\\u4e0b\\u4e00\\u6839H4\\u5f00\\u76d8<\\\/td><\\\/tr><tr><td>\\u6b62\\u635f<\\\/td><td>\\u7f6e\\u4e8e\\u56de\\u8c03\\u7a97\\u53e3\\u6781\\u503c\\u4e4b\\u5916\\uff0c\\u5e76\\u52a00.25 ATR(14)\\u7f13\\u51b2\\u533a<\\\/td><\\\/tr><tr><td>\\u76ee\\u6807\\u5bf9\\u6bd4<\\\/td><td>\\u81ea\\u5165\\u573a\\u8d77\\u56fa\\u5b9a2R\\u76ee\\u6807<\\\/td><\\\/tr><tr><td>\\u8d8b\\u52bf\\u5931\\u8d25\\u51fa\\u573a<\\\/td><td>\\u5165\\u573a\\u540e\\u5982\\u679c\\u4ef7\\u683c\\u5e73\\u4ed3\\u7a7f\\u8fc7H4 EMA(50)\\u9006\\u4ea4\\u6613\\u65b9\\u5411\\uff0c\\u5219\\u5728H4\\u6536\\u76d8\\u65f6\\u51fa\\u573a<\\\/td><\\\/tr><tr><td>\\u6700\\u5927\\u6301\\u4ed3\\u590d\\u76d8<\\\/td><td>\\u5165\\u573a\\u540e18\\u6839H4\\u8721\\u70db\\u56fe<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><p>\\u590d\\u76d8\\u8bb0\\u5f55\\u4e86\\u4ea4\\u6613\\u6b21\\u6570\\u3001\\u80dc\\u7387\\u3001\\u4ee5R\\u8ba1\\u7684\\u5e73\\u5747\\u76c8\\u5229\\u3001\\u4ee5R\\u8ba1\\u7684\\u5e73\\u5747\\u4e8f\\u635f\\u3001\\u4ee5R\\u8ba1\\u7684\\u671f\\u671b\\u503c\\u3001\\u83b7\\u5229\\u56e0\\u5b50\\u3001\\u4ee5R\\u8ba1\\u7684\\u6700\\u5927\\u56de\\u64a4\\u3001\\u6700\\u5dee\\u8fde\\u7eed\\u4e8f\\u635f\\u3001\\u5e73\\u5747\\u6301\\u4ed3\\u5468\\u671f\\u3001\\u8d27\\u5e01\\u5bf9\\u7ea7\\u522b\\u8868\\u73b0\\u3001\\u65b9\\u5411\\u7ea7\\u522b\\u8868\\u73b0\\u3001\\u51fa\\u573a\\u539f\\u56e0\\u4ee5\\u53ca\\u70b9\\u5dee\\\/\\u6ed1\\u70b9\\u654f\\u611f\\u6027\\u3002<\\\/p><div class='ce-table-wrap'><table><thead><tr><th>\\u6210\\u672c\\u8f93\\u5165<\\\/th><th>\\u4f7f\\u7528\\u7684\\u5047\\u8bbe<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>\\u70b9\\u5dee<\\\/td><td>0.5\\u30011.5 \\u548c 3.0 \\u70b9<\\\/td><\\\/tr><tr><td>\\u6ed1\\u70b9<\\\/td><td>\\u5355\\u8fb9 0.1\\u30010.5 \\u548c 1.0 \\u70b9<\\\/td><\\\/tr><tr><td>\\u57fa\\u51c6\\u5bf9\\u6bd4<\\\/td><td>1.5\\u70b9\\u70b9\\u5dee\\u548c\\u5355\\u8fb90.5\\u70b9\\u6ed1\\u70b9<\\\/td><\\\/tr><tr><td>\\u9694\\u591c\\u5229\\u606f\\u4e0e\\u5c55\\u671f<\\\/td><td>\\u672a\\u5305\\u542b<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-note-card ce-note-warning'><strong>\\u56de\\u6d4b\\u5c40\\u9650\\u6027\\uff1a<\\\/strong>\\u4ec5\\u4f9b\\u5047\\u8bbe\\u6559\\u5b66\\u6a21\\u578b\\u53c2\\u8003\\u3002yfinance\\u516c\\u5f00\\u65e5\\u5185OHLC\\u6570\\u636e\\u5e76\\u975eFXGlory\\u7ecf\\u7eaa\\u5546\\u6267\\u884c\\u6570\\u636e\\u3002yfinance 60\\u5206\\u949f\\u5386\\u53f2\\u6570\\u636e\\u901a\\u5e38\\u77ed\\u4e8e10\\u5e74\\u3002\\u70b9\\u5dee\\u548c\\u6ed1\\u70b9\\u5747\\u4e3a\\u5047\\u8bbe\\u3002\\u4e0d\\u5305\\u542b\\u7279\\u5b9a\\u4e8e\\u7ecf\\u7eaa\\u5546\\u7684\\u9694\\u591c\\u5229\\u606f\\u3001\\u5c55\\u671f\\u3001\\u5468\\u672b\\u8df3\\u7a7a\\u3001\\u6d41\\u52a8\\u6027\\u3001\\u62d2\\u5355\\u3001\\u90e8\\u5206\\u6210\\u4ea4\\u3001\\u4fdd\\u8bc1\\u91d1\\u6761\\u4ef6\\u3001\\u6210\\u4ea4\\u8d28\\u91cf\\u3001\\u65b0\\u95fb\\u8fc7\\u6ee4\\u548c\\u4ea4\\u6613\\u8005\\u4e3b\\u89c2\\u88c1\\u91cf\\u3002\\u91cd\\u91c7\\u6837\\u76844H\\u8721\\u70db\\u56fe\\u53ef\\u80fd\\u4e0e\\u7ecf\\u7eaa\\u5546\\u670d\\u52a1\\u5668\\u76844H\\u8721\\u70db\\u56fe\\u6709\\u6240\\u4e0d\\u540c\\u3002\\u540c\\u8721\\u70db\\u56fe\\u89e6\\u53ca\\u6b62\\u635f\\u548c\\u76ee\\u6807\\u65f6\\u91c7\\u53d6\\u6b62\\u635f\\u4f18\\u5148\\u5904\\u7406\\u3002<\\\/div><h2 id='educational-sensitivity-test-results'>\\u6559\\u5b66\\u654f\\u611f\\u6027\\u6d4b\\u8bd5\\u7ed3\\u679c<\\\/h2><p>\\u5047\\u8bbe\\u56de\\u6d4b\\u4f7f\\u7528\\u4e86\\u91cd\\u91c7\\u6837\\u4e3a4\\u5c0f\\u65f6\\u8721\\u70db\\u56fe\\u7684yfinance\\u516c\\u5f0060\\u5206\\u949fOHLC\\u6570\\u636e\\u3002\\u57fa\\u51c6\\u6210\\u672c\\u5047\\u8bbe\\u4f7f\\u75281.5\\u70b9\\u70b9\\u5dee\\u548c\\u5355\\u8fb90.5\\u70b9\\u6ed1\\u70b9\\u3002\\u8de8\\u8d27\\u5e01\\u5bf9\\u53ef\\u7528\\u7684\\u6bcf\\u5c0f\\u65f6\\u6570\\u636e\\u6700\\u65e9\\u59cb\\u4e8e 2023-09-11T23:00:00\\uff0c\\u6700\\u665a\\u6b62\\u4e8e 2026-06-29T09:00:00\\u3002\\u57fa\\u51c6\\u7ed3\\u679c\\u4e3a\\u8d1f\\u6570\\uff0c\\u671f\\u671b\\u503c\\u4e3a -0.0855R\\uff0c\\u603b\\u51c0\\u7ed3\\u679c\\u4e3a -40.8902R\\u3002<\\\/p><div class='ce-table-wrap'><table><thead><tr><th>\\u6307\\u6807<\\\/th><th>\\u57fa\\u51c6\\u7ed3\\u679c<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>\\u4ea4\\u6613\\u6b21\\u6570<\\\/td><td>478<\\\/td><\\\/tr><tr><td>\\u80dc\\u7387<\\\/td><td>30.75%<\\\/td><\\\/tr><tr><td>\\u5e73\\u5747\\u76c8\\u5229<\\\/td><td>1.5058R<\\\/td><\\\/tr><tr><td>\\u5e73\\u5747\\u4e8f\\u635f<\\\/td><td>-0.7923R<\\\/td><\\\/tr><tr><td>\\u671f\\u671b\\u503c<\\\/td><td>-0.0855R<\\\/td><\\\/tr><tr><td>\\u83b7\\u5229\\u56e0\\u5b50<\\\/td><td>0.8441<\\\/td><\\\/tr><tr><td>\\u6700\\u5927\\u56de\\u64a4<\\\/td><td>-53.3897R<\\\/td><\\\/tr><tr><td>\\u6700\\u5dee\\u8fde\\u7eed\\u4e8f\\u635f\\u6b21\\u6570<\\\/td><td>20<\\\/td><\\\/tr><tr><td>\\u5e73\\u5747\\u6301\\u4ed3\\u5468\\u671f<\\\/td><td>7.15 \\u6839H4\\u8721\\u70db\\u56fe<\\\/td><\\\/tr><tr><td>\\u4e2d\\u4f4d\\u6570\\u6301\\u4ed3\\u5468\\u671f<\\\/td><td>5.0 \\u6839H4\\u8721\\u70db\\u56fe<\\\/td><\\\/tr><tr><td>\\u603b\\u51c0\\u7ed3\\u679c<\\\/td><td>-40.8902R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-table-wrap'><table><thead><tr><th>\\u8d27\\u5e01\\u5bf9<\\\/th><th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th><th>\\u80dc\\u7387<\\\/th><th>\\u671f\\u671b\\u503c<\\\/th><th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th><th>\\u6700\\u5927\\u56de\\u64a4<\\\/th><th>\\u603b\\u51c0R<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>AUDUSD<\\\/td><td>87<\\\/td><td>31.03%<\\\/td><td>-0.1052R<\\\/td><td>0.8031<\\\/td><td>-10.7748R<\\\/td><td>-9.1535R<\\\/td><\\\/tr><tr><td>EURUSD<\\\/td><td>77<\\\/td><td>23.38%<\\\/td><td>-0.189R<\\\/td><td>0.6823<\\\/td><td>-16.3605R<\\\/td><td>-14.5496R<\\\/td><\\\/tr><tr><td>GBPUSD<\\\/td><td>58<\\\/td><td>31.03%<\\\/td><td>-0.0382R<\\\/td><td>0.9312<\\\/td><td>-13.3663R<\\\/td><td>-2.2132R<\\\/td><\\\/tr><tr><td>USDCAD<\\\/td><td>75<\\\/td><td>33.33%<\\\/td><td>-0.0594R<\\\/td><td>0.8896<\\\/td><td>-10.4752R<\\\/td><td>-4.4555R<\\\/td><\\\/tr><tr><td>USDCHF<\\\/td><td>87<\\\/td><td>28.74%<\\\/td><td>-0.0988R<\\\/td><td>0.8255<\\\/td><td>-17.4862R<\\\/td><td>-8.5974R<\\\/td><\\\/tr><tr><td>USDJPY<\\\/td><td>94<\\\/td><td>36.17%<\\\/td><td>-0.0204R<\\\/td><td>0.9601<\\\/td><td>-11.4856R<\\\/td><td>-1.921R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-table-wrap'><table><thead><tr><th>\\u65b9\\u5411<\\\/th><th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th><th>\\u80dc\\u7387<\\\/th><th>\\u671f\\u671b\\u503c<\\\/th><th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th><th>\\u6700\\u5927\\u56de\\u64a4<\\\/th><th>\\u603b\\u51c0R<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>\\u505a\\u591a<\\\/td><td>289<\\\/td><td>30.45%<\\\/td><td>-0.1253R<\\\/td><td>0.777<\\\/td><td>-43.7082R<\\\/td><td>-36.2244R<\\\/td><\\\/tr><tr><td>\\u505a\\u7a7a<\\\/td><td>189<\\\/td><td>31.22%<\\\/td><td>-0.0247R<\\\/td><td>0.9532<\\\/td><td>-26.0521R<\\\/td><td>-4.6658R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-table-wrap'><table><thead><tr><th>\\u70b9\\u5dee (\\u70b9)<\\\/th><th>\\u5355\\u8fb9\\u6ed1\\u70b9 (\\u70b9)<\\\/th><th>\\u671f\\u671b\\u503c<\\\/th><th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th><th>\\u6700\\u5927\\u56de\\u64a4<\\\/th><th>\\u603b\\u51c0R<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>0.5<\\\/td><td>0.1<\\\/td><td>-0.0355R<\\\/td><td>0.9311<\\\/td><td>-45.6954R<\\\/td><td>-16.9593R<\\\/td><\\\/tr><tr><td>0.5<\\\/td><td>0.5<\\\/td><td>-0.0577R<\\\/td><td>0.891<\\\/td><td>-49.1151R<\\\/td><td>-27.5953R<\\\/td><\\\/tr><tr><td>0.5<\\\/td><td>1.0<\\\/td><td>-0.0855R<\\\/td><td>0.8441<\\\/td><td>-53.3897R<\\\/td><td>-40.8902R<\\\/td><\\\/tr><tr><td>1.5<\\\/td><td>0.1<\\\/td><td>-0.0633R<\\\/td><td>0.8814<\\\/td><td>-49.97R<\\\/td><td>-30.2543R<\\\/td><\\\/tr><tr><td>1.5<\\\/td><td>0.5<\\\/td><td>-0.0855R<\\\/td><td>0.8441<\\\/td><td>-53.3897R<\\\/td><td>-40.8902R<\\\/td><\\\/tr><tr><td>1.5<\\\/td><td>1.0<\\\/td><td>-0.1134R<\\\/td><td>0.8002<\\\/td><td>-64.5775R<\\\/td><td>-54.1852R<\\\/td><\\\/tr><tr><td>3.0<\\\/td><td>0.1<\\\/td><td>-0.105R<\\\/td><td>0.8131<\\\/td><td>-61.0638R<\\\/td><td>-50.1967R<\\\/td><\\\/tr><tr><td>3.0<\\\/td><td>0.5<\\\/td><td>-0.1273R<\\\/td><td>0.7794<\\\/td><td>-70.4336R<\\\/td><td>-60.8326R<\\\/td><\\\/tr><tr><td>3.0<\\\/td><td>1.0<\\\/td><td>-0.1551R<\\\/td><td>0.7397<\\\/td><td>-82.1459R<\\\/td><td>-74.1276R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-table-wrap'><table><thead><tr><th>\\u51fa\\u573a\\u539f\\u56e0<\\\/th><th>\\u6570\\u91cf<\\\/th><\\\/tr><\\\/thead><tbody><tr><td>h4 ema50 trend failure close<\\\/td><td>148<\\\/td><\\\/tr><tr><td>stop first same bar<\\\/td><td>1<\\\/td><\\\/tr><tr><td>stop loss<\\\/td><td>171<\\\/td><\\\/tr><tr><td>target 2r<\\\/td><td>95<\\\/td><\\\/tr><tr><td>time exit<\\\/td><td>63<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div><div class='ce-note-card 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