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      \\u5019\\u9009\\u6570\\u91cf<\\\/td>80<\\\/td><\\\/tr>
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      \\u88ab\\u62d2\\u7edd\\u5019\\u9009<\\\/td>15<\\\/td><\\\/tr>
      \\u63a5\\u53d7\\u7387<\\\/td>81.25%<\\\/td><\\\/tr>
      \\u4ea4\\u6613\\u6b21\\u6570<\\\/td>65<\\\/td><\\\/tr>
      \\u80dc\\u7387<\\\/td>13.85%<\\\/td><\\\/tr>
      \\u5e73\\u5747\\u76c8\\u5229<\\\/td>1.3892R<\\\/td><\\\/tr>
      \\u5e73\\u5747\\u4e8f\\u635f<\\\/td>-0.6886R<\\\/td><\\\/tr>
      \\u671f\\u671b\\u503c<\\\/td>-0.4009R<\\\/td><\\\/tr>
      \\u83b7\\u5229\\u56e0\\u5b50<\\\/td>0.3242<\\\/td><\\\/tr>
      \\u6700\\u5927\\u56de\\u64a4<\\\/td>-27.6915R<\\\/td><\\\/tr>
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      \\u4e2d\\u4f4d\\u6570\\u6301\\u4ed3\\u5468\\u671f<\\\/td>1.0 \\u6839\\u65e5 K \\u7ebf<\\\/td><\\\/tr>
      \\u603b\\u51c0\\u7ed3\\u679c<\\\/td>-26.0569R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
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      EURUSD<\\\/td>20<\\\/td>20.0%<\\\/td>-0.1642R<\\\/td>0.6203<\\\/td>-4.9818R<\\\/td>-3.2841R<\\\/td><\\\/tr>
      GBPUSD<\\\/td>6<\\\/td>0.0%<\\\/td>-0.8525R<\\\/td>0.0<\\\/td>-4.0881R<\\\/td>-5.1152R<\\\/td><\\\/tr>
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      USDCAD<\\\/td>7<\\\/td>14.29%<\\\/td>-0.4056R<\\\/td>0.3398<\\\/td>-2.7738R<\\\/td>-2.8395R<\\\/td><\\\/tr>
      USDCHF<\\\/td>13<\\\/td>7.69%<\\\/td>-0.6486R<\\\/td>0.1442<\\\/td>-7.2883R<\\\/td>-8.4318R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
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      \\u505a\\u591a<\\\/td>35<\\\/td>14.29%<\\\/td>-0.4375R<\\\/td>0.3102<\\\/td>-16.9435R<\\\/td>-15.3114R<\\\/td><\\\/tr>
      \\u505a\\u7a7a<\\\/td>30<\\\/td>13.33%<\\\/td>-0.3582R<\\\/td>0.3433<\\\/td>-12.1218R<\\\/td>-10.7456R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
      \\u76f8\\u5173\\u6027\\u7b26\\u53f7<\\\/th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th>\\u80dc\\u7387<\\\/th>\\u671f\\u671b\\u503c<\\\/th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th>\\u6700\\u5927\\u56de\\u64a4<\\\/th>\\u603b\\u51c0\\u7ed3\\u679c<\\\/th><\\\/tr><\\\/thead>
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      \\u6b63\\u76f8\\u5173<\\\/td>27<\\\/td>14.81%<\\\/td>-0.3657R<\\\/td>0.3536<\\\/td>-11.2759R<\\\/td>-9.8745R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
      \\u786e\\u8ba4\\u8d27\\u5e01\\u5bf9<\\\/th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th>\\u80dc\\u7387<\\\/th>\\u671f\\u671b\\u503c<\\\/th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th>\\u6700\\u5927\\u56de\\u64a4<\\\/th>\\u603b\\u51c0\\u7ed3\\u679c<\\\/th><\\\/tr><\\\/thead>
      AUDUSD<\\\/td>8<\\\/td>12.5%<\\\/td>-0.3646R<\\\/td>0.3338<\\\/td>-3.2836R<\\\/td>-2.9169R<\\\/td><\\\/tr>
      EURUSD<\\\/td>20<\\\/td>0.0%<\\\/td>-0.8069R<\\\/td>0.0<\\\/td>-14.9948R<\\\/td>-16.1383R<\\\/td><\\\/tr>
      GBPUSD<\\\/td>11<\\\/td>27.27%<\\\/td>-0.0454R<\\\/td>0.8885<\\\/td>-2.4118R<\\\/td>-0.4992R<\\\/td><\\\/tr>
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      USDCHF<\\\/td>20<\\\/td>15.0%<\\\/td>-0.3965R<\\\/td>0.3482<\\\/td>-9.6085R<\\\/td>-7.9306R<\\\/td><\\\/tr>
      USDJPY<\\\/td>1<\\\/td>100.0%<\\\/td>1.4212R<\\\/td>\\u65e0\\u7a77\\u5927<\\\/td>0.0R<\\\/td>1.4212R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
      \\u51fa\\u573a\\u539f\\u56e0<\\\/th>\\u6570\\u91cf<\\\/th><\\\/tr><\\\/thead>
      \\u533a\\u95f4\\u5931\\u8d25\\u5e73\\u4ed3<\\\/td>24<\\\/td><\\\/tr>
      \\u540c\\u4e00 K \\u7ebf\\u5148\\u89e6\\u53d1\\u6b62\\u635f<\\\/td>4<\\\/td><\\\/tr>
      \\u6b62\\u635f\\u51fa\\u573a<\\\/td>28<\\\/td><\\\/tr>
      \\u8fbe\\u5230 1.5R \\u76ee\\u6807\\u4f4d<\\\/td>9<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
      \\u70b9\\u5dee<\\\/th>\\u5355\\u8fb9\\u6ed1\\u70b9<\\\/th>\\u4ea4\\u6613\\u6b21\\u6570<\\\/th>\\u671f\\u671b\\u503c<\\\/th>\\u83b7\\u5229\\u56e0\\u5b50<\\\/th>\\u6700\\u5927\\u56de\\u64a4<\\\/th>\\u603b\\u51c0\\u7ed3\\u679c<\\\/th><\\\/tr><\\\/thead>
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      1.5 \\u70b9<\\\/td>0.1 \\u70b9<\\\/td>65<\\\/td>-0.3749R<\\\/td>0.3448<\\\/td>-26.1255R<\\\/td>-24.3689R<\\\/td><\\\/tr>
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      3.0 \\u70b9<\\\/td>0.5 \\u70b9<\\\/td>65<\\\/td>-0.4496R<\\\/td>0.2895<\\\/td>-30.6278R<\\\/td>-29.222R<\\\/td><\\\/tr>
      3.0 \\u70b9<\\\/td>1.0 \\u70b9<\\\/td>65<\\\/td>-0.482R<\\\/td>0.2686<\\\/td>-32.5853R<\\\/td>-31.332R<\\\/td><\\\/tr><\\\/tbody><\\\/table><\\\/div>
      \\u7ed3\\u679c\\u5c40\\u9650\\u6027\\uff1a<\\\/strong>\\u8fd9\\u4e9b\\u662f\\u6765\\u81ea\\u5355\\u4e00\\u89c4\\u5219\\u6a21\\u578b\\u7684\\u5047\\u8bbe\\u6027\\u6559\\u5b66\\u7ed3\\u679c\\u3002yfinance \\u516c\\u5f00\\u65e5\\u7ebf OHLC \\u6570\\u636e\\u3001\\u6eda\\u52a8\\u76f8\\u5173\\u6027\\u8ba1\\u7b97\\u3001\\u70b9\\u5dee\\u5047\\u8bbe\\u548c\\u6ed1\\u70b9\\u5047\\u8bbe\\u5e76\\u975e FXGlory \\u7ecf\\u7eaa\\u5546\\u7684\\u771f\\u5b9e\\u6267\\u884c\\u6570\\u636e\\u3002\\u8be5\\u6a21\\u578b\\u672a\\u6d4b\\u8bd5\\u5bf9\\u51b2\\u3001\\u80cc\\u79bb\\u5747\\u503c\\u56de\\u5f52\\u3001\\u7edf\\u8ba1\\u5957\\u5229\\u3001\\u914d\\u5bf9\\u4ea4\\u6613\\u6216\\u4e3b\\u89c2\\u76f8\\u5173\\u6027\\u8868\\u51b3\\u7b56\\u3002<\\\/div>

      \\u6559\\u5b66\\u56de\\u6d4b\\u5c55\\u793a\\u7684\\u7ed3\\u8bba<\\\/h2>\\n

      \\u5728 1.5 \\u70b9\\u70b9\\u5dee\\u548c\\u5355\\u8fb9 0.5 \\u70b9\\u6ed1\\u70b9\\u7684\\u5047\\u8bbe\\u4e0b\\uff0c\\u57fa\\u51c6\\u7ed3\\u679c\\u4e3a\\u8d1f\\uff1a65 \\u7b14\\u4ea4\\u6613\\uff0c13.85% \\u7684\\u80dc\\u7387\\uff0c-0.4009R \\u7684\\u671f\\u671b\\u503c\\uff0c\\u4ee5\\u53ca -26.0569R \\u7684\\u603b\\u51c0\\u7ed3\\u679c\\u3002\\u8fd9\\u662f\\u6765\\u81ea\\u5355\\u4e00\\u5047\\u8bbe\\u89c4\\u5219\\u6a21\\u578b\\u7684\\u76f8\\u5173\\u6027\\u786e\\u8ba4\\u4e0e\\u655e\\u53e3\\u8fc7\\u6ee4\\u89c2\\u5bdf\\u7ed3\\u679c\\uff0c\\u4e0d\\u80fd\\u4f5c\\u4e3a\\u672a\\u6765\\u5b9e\\u76d8\\u4ea4\\u6613\\u8868\\u73b0\\u7684\\u8bc1\\u660e\\u3002<\\\/p>\\n

      \\u655e\\u53e3\\u8fc7\\u6ee4\\u5668\\u62d2\\u7edd\\u4e86 15 \\u4e2a\\u5019\\u9009\\uff0c\\u5176\\u4e2d\\u5305\\u62ec 13 \\u4e2a\\u76f8\\u5173\\u8fd0\\u52a8\\u655e\\u53e3\\u91cd\\u53e0\\u548c 2 \\u4e2a\\u76f8\\u540c\\u8d27\\u5e01\\u5bf9\\u91cd\\u53e0\\u3002\\u5df2\\u63a5\\u53d7\\u7684\\u4ea4\\u6613\\u7ec4\\u5408\\u671f\\u671b\\u503c\\u4f9d\\u7136\\u4e3a\\u8d1f\\uff0c\\u8868\\u660e\\u5728\\u8be5\\u6a21\\u578b\\u4e2d\\uff0c\\u76f8\\u5173\\u6027\\u786e\\u8ba4\\u672a\\u80fd\\u6d88\\u9664\\u7a81\\u7834\\u98ce\\u9669\\u3001\\u6210\\u672c\\u98ce\\u9669\\u6216\\u5173\\u7cfb\\u6539\\u53d8\\u7684\\u98ce\\u9669\\u3002<\\\/p>\\n

      \\u5728\\u672c\\u6b21\\u8fd0\\u884c\\u4e2d\\uff0c\\u6240\\u6709\\u5355\\u8d27\\u5e01\\u5bf9\\u5c42\\u9762\\u7684\\u57fa\\u51c6\\u7ed3\\u679c\\u5747\\u4e3a\\u8d1f\\u3002\\u5bf9\\u4e8e\\u6b63\\u76f8\\u5173\\u548c\\u8d1f\\u76f8\\u5173\\u786e\\u8ba4\\uff0c\\u6309\\u76f8\\u5173\\u6027\\u7b26\\u53f7\\u5206\\u7c7b\\u7684\\u7ed3\\u679c\\u540c\\u6837\\u5747\\u4e3a\\u8d1f\\uff0c\\u4e14\\u5728\\u6240\\u6709\\u6d4b\\u8bd5\\u7684\\u70b9\\u5dee\\u548c\\u6ed1\\u70b9\\u5047\\u8bbe\\u4e0b\\uff0c\\u6210\\u672c\\u654f\\u611f\\u6027\\u4fdd\\u6301\\u4e3a\\u8d1f\\u3002<\\\/p>\",\"backtesting\":{\"status\":\"completed_hypothetical_educational_backtest\",\"strategy_page\":\"Forex Correlation Strategy\",\"strategy_slug\":\"forex_correlation_strategy\",\"model_name\":\"Daily Rolling-Correlation Confirmation With Exposure Filter And 1.5R Target Review\",\"purpose\":\"Hypothetical educational review of one defined forex correlation strategy rule model.\",\"data_source\":{\"provider\":\"yfinance\",\"data_type\":\"public daily OHLC\",\"broker_execution_data\":false,\"lookback\":\"about 10 calendar years if available\",\"warmup_data\":\"extra historical data used for indicator and rolling-correlation calculations before the review window\"},\"instruments\":[\"EURUSD\",\"GBPUSD\",\"USDJPY\",\"AUDUSD\",\"USDCAD\",\"USDCHF\"],\"timeframe\":\"daily\",\"rule_model\":{\"strategy_type\":\"daily rolling-correlation confirmation with correlated-exposure filter\",\"correlation_calculation\":[\"daily log returns are used\",\"main correlation window is 60 completed daily return observations ending on the signal candle\",\"stability check uses the 60-day correlation from 10 daily candles earlier\",\"confirmation pair is the pair with the highest absolute stable correlation to the signal pair\",\"current absolute correlation must be at least 0.65\",\"prior absolute correlation must be at least 0.50\",\"current and prior correlation must have the same sign\"],\"candidate_setup\":[\"range high is the highest high of the previous 20 completed daily candles\",\"range low is the lowest low of the previous 20 completed daily candles\",\"range width must be at least 1.00 ATR(14)\",\"range width must be no more than 5.00 ATR(14)\"],\"long_candidate\":[\"signal candle closes above the 20-day range high\",\"breakout close is at least 0.10 ATR(14) above the range high\",\"breakout close is no more than 1.00 ATR(14) above the range high\",\"signal candle closes in the upper 40% of its candle range\",\"entry long at the next daily open\"],\"short_candidate\":[\"signal candle closes below the 20-day range low\",\"breakdown close is at least 0.10 ATR(14) below the range low\",\"breakdown close is no more than 1.00 ATR(14) below the range low\",\"signal candle closes in the lower 40% of its candle range\",\"entry short at the next daily open\"],\"correlation_confirmation\":[\"positive-correlation long candidate requires the confirmation pair to move up by at least 0.10 ATR(14) on the signal candle and close above EMA(20)\",\"positive-correlation short candidate requires the confirmation pair to move down by at least 0.10 ATR(14) on the signal candle and close below EMA(20)\",\"negative-correlation long candidate requires the confirmation pair to move down by at least 0.10 ATR(14) on the signal candle and close below EMA(20)\",\"negative-correlation short candidate requires the confirmation pair to move up by at least 0.10 ATR(14) on the signal candle and close above EMA(20)\"],\"exposure_filter\":[\"no accepted overlapping trade on the same pair\",\"candidate is rejected if another open accepted trade has at least 0.70 absolute rolling correlation to the candidate pair and the two trade directions create overlapping movement exposure\"],\"stop_rule\":\"stop is placed beyond the signal candle extreme with a 0.25 ATR(14) buffer\",\"target_rule\":\"fixed 1.5R target from entry\",\"failure_exits\":[\"long exits at daily close below the old 20-day range high\",\"short exits at daily close above the old 20-day range low\",\"after 5 holding candles, exit if 60-day rolling correlation with the confirmation pair falls below 0.40 absolute value or changes sign\"],\"maximum_holding_period\":\"20 daily candles after entry\",\"same_candle_rule\":\"if stop and target are touched during the same daily candle, stop is recorded first\",\"position_sizing\":\"results are measured in R; no account balance, leverage, compounding, or lot sizing is simulated\"},\"cost_assumptions\":{\"spread_pips\":[0.5,1.5,3],\"slippage_pips_per_side\":[0.1,0.5,1],\"baseline\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5},\"swap_or_rollover\":\"not included\"},\"metrics_to_record\":[\"candidate_count\",\"accepted_trade_count\",\"rejected_candidate_count\",\"rejection_reasons\",\"number_of_trades\",\"win_rate_percent\",\"average_win_r\",\"average_loss_r\",\"expectancy_r\",\"profit_factor\",\"max_drawdown_r\",\"worst_losing_streak\",\"average_holding_period_bars\",\"median_holding_period_bars\",\"total_net_r\",\"pair_level_metrics\",\"direction_level_metrics\",\"correlation_sign_metrics\",\"confirmation_pair_metrics\",\"spread_slippage_sensitivity\",\"exit_reason_counts\"],\"expected_output_files\":{\"trades_csv\":\"reports\\\/forex_correlation_strategy_trades.csv\",\"summary_json\":\"reports\\\/forex_correlation_strategy_backtest_results.json\"},\"limitations\":[\"The backtest is hypothetical and educational, not a trading signal or a claim about live profitability.\",\"yfinance public daily OHLC data is not FXGlory broker execution data.\",\"Correlation is calculated from historical daily returns and can change after the trade is entered.\",\"The model uses one rolling-correlation confirmation and exposure-filter rule, not hedging, divergence reversion, pair trading, statistical arbitrage, multi-leg baskets, discretionary correlation-table review, or every possible correlated-pair relationship.\",\"Spread and slippage are assumptions, not broker-specific historical execution records.\",\"Swap, rollover, financing, margin changes, rejected orders, partial fills, weekend gaps, and liquidity quality are not included.\",\"Daily OHLC data cannot show the true intraday order of stop and target events; same-candle stop and target touches are treated conservatively as stop first.\",\"Changing the script, data source, spread, slippage, correlation window, correlation threshold, confirmation rule, exposure filter, breakout rule, stop rule, target, exits, or parameters requires regenerated results.\"],\"audit_trail\":[\"Keep the Python script with the article backtest record.\",\"Keep reports\\\/forex_correlation_strategy_trades.csv with the article backtest record.\",\"Keep reports\\\/forex_correlation_strategy_backtest_results.json with the article backtest record.\"]},\"backtest_results\":{\"strategy_slug\":\"forex_correlation_strategy\",\"strategy_page\":\"Forex Correlation Strategy\",\"model_name\":\"Daily rolling-correlation confirmation with exposure filter and 1.5R target review\",\"status\":\"completed_hypothetical_educational_backtest\",\"created_at_utc\":\"2026-06-30T06:17:41Z\",\"data_window_requested\":{\"start_date\":\"2016-06-30\",\"end_date\":\"2026-06-30\",\"warmup_start_date\":\"2014-07-31\",\"note\":\"Warmup data is used for indicator and rolling-correlation calculations before the 10-year review window.\"},\"data_source\":\"yfinance public daily OHLC data\",\"instruments\":[\"EURUSD\",\"GBPUSD\",\"USDJPY\",\"AUDUSD\",\"USDCAD\",\"USDCHF\"],\"baseline_cost_assumption\":{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5,\"swap_or_rollover\":\"not included\"},\"rule_model\":{\"market\":\"major forex pairs available through yfinance synthetic FX tickers\",\"data_interval\":\"daily public yfinance data\",\"timeframe\":\"daily\",\"strategy_type\":\"daily rolling-correlation confirmation with correlated-exposure filter\",\"correlation_input\":\"daily log returns\",\"correlation_window\":\"60 completed daily return observations ending on the signal candle\",\"correlation_stability_check\":\"60-day correlation from 10 daily candles earlier\",\"minimum_current_absolute_correlation\":0.65,\"minimum_prior_absolute_correlation\":0.5,\"candidate_setup\":\"20-day completed-candle breakout with range width between 1.0 and 5.0 ATR(14)\",\"confirmation_rule\":\"confirmation pair must move in the required direction by at least 0.1 ATR(14) and close on the required side of EMA(20)\",\"exposure_filter\":\"reject overlapping same-pair trades and reject overlapping movement exposure when absolute rolling correlation is at least 0.7\",\"stop\":\"beyond the signal candle extreme with a 0.25 ATR(14) buffer\",\"target\":\"fixed 1.5R target from entry\",\"range_failure_exit\":\"long exits at daily close below the old range high; short exits at daily close above the old range low\",\"correlation_failure_exit\":\"after 5 holding candles, exit if correlation falls below 0.4 absolute value or changes sign\",\"maximum_holding_period\":\"20 daily candles after entry\",\"same_bar_rule\":\"if daily high\\\/low touches both stop and target in the same candle, stop is recorded first\",\"position_sizing\":\"results are measured in R; no account balance, leverage, or position-size compounding is simulated\"},\"correlation_control_summary\":{\"candidate_count\":80,\"accepted_trade_count\":65,\"rejected_candidate_count\":15,\"acceptance_rate_percent\":81.25,\"rejection_reasons\":{\"correlated_movement_exposure_overlap\":13,\"same_pair_overlap\":2},\"same_pair_overlap\":\"not allowed\",\"correlated_movement_exposure_overlap\":\"not allowed when the rolling absolute correlation is at least 0.70 and trade directions duplicate movement exposure\"},\"overall_baseline_metrics\":{\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3892,\"average_loss_r\":-0.6886,\"expectancy_r\":-0.4009,\"profit_factor\":0.3242,\"max_drawdown_r\":-27.6915,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-26.0569},\"pair_level_baseline_metrics\":{\"AUDUSD\":{\"number_of_trades\":11,\"win_rate_percent\":27.27,\"average_win_r\":1.418,\"average_loss_r\":-0.6599,\"expectancy_r\":-0.0932,\"profit_factor\":0.8058,\"max_drawdown_r\":-2.6771,\"worst_losing_streak\":3,\"average_holding_period_bars\":1.55,\"median_holding_period_bars\":1,\"total_net_r\":-1.0251},\"EURUSD\":{\"number_of_trades\":20,\"win_rate_percent\":20,\"average_win_r\":1.3415,\"average_loss_r\":-0.5406,\"expectancy_r\":-0.1642,\"profit_factor\":0.6203,\"max_drawdown_r\":-4.9818,\"worst_losing_streak\":7,\"average_holding_period_bars\":1.35,\"median_holding_period_bars\":1,\"total_net_r\":-3.2841},\"GBPUSD\":{\"number_of_trades\":6,\"win_rate_percent\":0,\"average_win_r\":null,\"average_loss_r\":-0.8525,\"expectancy_r\":-0.8525,\"profit_factor\":0,\"max_drawdown_r\":-4.0881,\"worst_losing_streak\":6,\"average_holding_period_bars\":1.17,\"median_holding_period_bars\":1,\"total_net_r\":-5.1152},\"USDCAD\":{\"number_of_trades\":7,\"win_rate_percent\":14.29,\"average_win_r\":1.4617,\"average_loss_r\":-0.7169,\"expectancy_r\":-0.4056,\"profit_factor\":0.3398,\"max_drawdown_r\":-2.7738,\"worst_losing_streak\":4,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-2.8395},\"USDCHF\":{\"number_of_trades\":13,\"win_rate_percent\":7.69,\"average_win_r\":1.4212,\"average_loss_r\":-0.8211,\"expectancy_r\":-0.6486,\"profit_factor\":0.1442,\"max_drawdown_r\":-7.2883,\"worst_losing_streak\":9,\"average_holding_period_bars\":1.54,\"median_holding_period_bars\":1,\"total_net_r\":-8.4318},\"USDJPY\":{\"number_of_trades\":8,\"win_rate_percent\":0,\"average_win_r\":null,\"average_loss_r\":-0.6702,\"expectancy_r\":-0.6702,\"profit_factor\":0,\"max_drawdown_r\":-5.3415,\"worst_losing_streak\":8,\"average_holding_period_bars\":1.5,\"median_holding_period_bars\":1,\"total_net_r\":-5.3613}},\"direction_level_baseline_metrics\":{\"long\":{\"number_of_trades\":35,\"win_rate_percent\":14.29,\"average_win_r\":1.3772,\"average_loss_r\":-0.7399,\"expectancy_r\":-0.4375,\"profit_factor\":0.3102,\"max_drawdown_r\":-16.9435,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.46,\"median_holding_period_bars\":1,\"total_net_r\":-15.3114},\"short\":{\"number_of_trades\":30,\"win_rate_percent\":13.33,\"average_win_r\":1.4042,\"average_loss_r\":-0.6293,\"expectancy_r\":-0.3582,\"profit_factor\":0.3433,\"max_drawdown_r\":-12.1218,\"worst_losing_streak\":15,\"average_holding_period_bars\":1.4,\"median_holding_period_bars\":1,\"total_net_r\":-10.7456}},\"correlation_sign_level_baseline_metrics\":{\"negative\":{\"number_of_trades\":38,\"win_rate_percent\":13.16,\"average_win_r\":1.4203,\"average_loss_r\":-0.7056,\"expectancy_r\":-0.4259,\"profit_factor\":0.305,\"max_drawdown_r\":-17.8368,\"worst_losing_streak\":13,\"average_holding_period_bars\":1.5,\"median_holding_period_bars\":1,\"total_net_r\":-16.1824},\"positive\":{\"number_of_trades\":27,\"win_rate_percent\":14.81,\"average_win_r\":1.3503,\"average_loss_r\":-0.6642,\"expectancy_r\":-0.3657,\"profit_factor\":0.3536,\"max_drawdown_r\":-11.2759,\"worst_losing_streak\":10,\"average_holding_period_bars\":1.33,\"median_holding_period_bars\":1,\"total_net_r\":-9.8745}},\"confirmation_pair_level_baseline_metrics\":{\"AUDUSD\":{\"number_of_trades\":8,\"win_rate_percent\":12.5,\"average_win_r\":1.4617,\"average_loss_r\":-0.6255,\"expectancy_r\":-0.3646,\"profit_factor\":0.3338,\"max_drawdown_r\":-3.2836,\"worst_losing_streak\":6,\"average_holding_period_bars\":1.25,\"median_holding_period_bars\":1,\"total_net_r\":-2.9169},\"EURUSD\":{\"number_of_trades\":20,\"win_rate_percent\":0,\"average_win_r\":null,\"average_loss_r\":-0.8069,\"expectancy_r\":-0.8069,\"profit_factor\":0,\"max_drawdown_r\":-14.9948,\"worst_losing_streak\":20,\"average_holding_period_bars\":1.75,\"median_holding_period_bars\":1,\"total_net_r\":-16.1383},\"GBPUSD\":{\"number_of_trades\":11,\"win_rate_percent\":27.27,\"average_win_r\":1.3266,\"average_loss_r\":-0.5599,\"expectancy_r\":-0.0454,\"profit_factor\":0.8885,\"max_drawdown_r\":-2.4118,\"worst_losing_streak\":6,\"average_holding_period_bars\":1.18,\"median_holding_period_bars\":1,\"total_net_r\":-0.4992},\"USDCAD\":{\"number_of_trades\":5,\"win_rate_percent\":20,\"average_win_r\":1.4032,\"average_loss_r\":-0.3491,\"expectancy_r\":0.0014,\"profit_factor\":1.0049,\"max_drawdown_r\":-1.353,\"worst_losing_streak\":4,\"average_holding_period_bars\":1,\"median_holding_period_bars\":1,\"total_net_r\":0.0068},\"USDCHF\":{\"number_of_trades\":20,\"win_rate_percent\":15,\"average_win_r\":1.4122,\"average_loss_r\":-0.7157,\"expectancy_r\":-0.3965,\"profit_factor\":0.3482,\"max_drawdown_r\":-9.6085,\"worst_losing_streak\":8,\"average_holding_period_bars\":1.45,\"median_holding_period_bars\":1,\"total_net_r\":-7.9306},\"USDJPY\":{\"number_of_trades\":1,\"win_rate_percent\":100,\"average_win_r\":1.4212,\"average_loss_r\":null,\"expectancy_r\":1.4212,\"profit_factor\":\"Infinity\",\"max_drawdown_r\":0,\"worst_losing_streak\":0,\"average_holding_period_bars\":1,\"median_holding_period_bars\":1,\"total_net_r\":1.4212}},\"exit_reason_counts_baseline\":{\"range_failure_close\":24,\"stop_first_same_bar\":4,\"stop_loss\":28,\"target_1_5r\":9},\"spread_slippage_sensitivity\":[{\"spread_pips\":0.5,\"slippage_pips_per_side\":0.1,\"number_of_trades\":65,\"win_rate_percent\":18.46,\"average_win_r\":1.104,\"average_loss_r\":-0.6699,\"expectancy_r\":-0.3424,\"profit_factor\":0.3731,\"max_drawdown_r\":-24.168,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-22.2589},{\"spread_pips\":0.5,\"slippage_pips_per_side\":0.5,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.4335,\"average_loss_r\":-0.658,\"expectancy_r\":-0.3684,\"profit_factor\":0.3501,\"max_drawdown_r\":-25.734,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-23.9469},{\"spread_pips\":0.5,\"slippage_pips_per_side\":1,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3892,\"average_loss_r\":-0.6886,\"expectancy_r\":-0.4009,\"profit_factor\":0.3242,\"max_drawdown_r\":-27.6915,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-26.0569},{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.1,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.4247,\"average_loss_r\":-0.6641,\"expectancy_r\":-0.3749,\"profit_factor\":0.3448,\"max_drawdown_r\":-26.1255,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-24.3689},{\"spread_pips\":1.5,\"slippage_pips_per_side\":0.5,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3892,\"average_loss_r\":-0.6886,\"expectancy_r\":-0.4009,\"profit_factor\":0.3242,\"max_drawdown_r\":-27.6915,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-26.0569},{\"spread_pips\":1.5,\"slippage_pips_per_side\":1,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3449,\"average_loss_r\":-0.7191,\"expectancy_r\":-0.4333,\"profit_factor\":0.3006,\"max_drawdown_r\":-29.649,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-28.167},{\"spread_pips\":3,\"slippage_pips_per_side\":0.1,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3582,\"average_loss_r\":-0.71,\"expectancy_r\":-0.4236,\"profit_factor\":0.3075,\"max_drawdown_r\":-29.0618,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-27.534},{\"spread_pips\":3,\"slippage_pips_per_side\":0.5,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.3227,\"average_loss_r\":-0.7344,\"expectancy_r\":-0.4496,\"profit_factor\":0.2895,\"max_drawdown_r\":-30.6278,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-29.222},{\"spread_pips\":3,\"slippage_pips_per_side\":1,\"number_of_trades\":65,\"win_rate_percent\":13.85,\"average_win_r\":1.2784,\"average_loss_r\":-0.765,\"expectancy_r\":-0.482,\"profit_factor\":0.2686,\"max_drawdown_r\":-32.5853,\"worst_losing_streak\":17,\"average_holding_period_bars\":1.43,\"median_holding_period_bars\":1,\"total_net_r\":-31.332}],\"data_status\":{\"EURUSD\":{\"ticker\":\"EURUSD=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101},\"GBPUSD\":{\"ticker\":\"GBPUSD=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101},\"USDJPY\":{\"ticker\":\"USDJPY=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101},\"AUDUSD\":{\"ticker\":\"AUDUSD=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101},\"USDCAD\":{\"ticker\":\"CAD=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101},\"USDCHF\":{\"ticker\":\"CHF=X\",\"first_available_date\":\"2014-07-31\",\"last_available_date\":\"2026-06-30\",\"daily_rows_downloaded\":3101}},\"output_files\":{\"trades_csv\":\"reports\\\/forex_correlation_strategy_trades.csv\",\"summary_json\":\"reports\\\/forex_correlation_strategy_backtest_results.json\"},\"audit_trail_note\":\"Keep this script, the exported trade log, and the exported summary JSON with the article backtest record. Regenerate the results if the script, data source, costs, exits, correlation settings, exposure filter, or parameters change.\",\"limitations\":[\"The backtest is hypothetical and educational, not a trading signal or a claim about live profitability.\",\"yfinance public daily OHLC data is not FXGlory broker execution data.\",\"Correlation is calculated from historical daily returns and can change after the trade is entered.\",\"The model uses one rolling-correlation confirmation and exposure-filter rule, not hedging, divergence reversion, pair trading, statistical arbitrage, multi-leg baskets, discretionary correlation-table review, or every possible correlated-pair relationship.\",\"Spread and slippage are assumptions, not broker-specific historical execution records.\",\"Swap, rollover, financing, margin changes, rejected orders, partial fills, weekend gaps, and liquidity quality are not included.\",\"Daily OHLC data cannot show the true intraday order of stop and target events; same-candle stop and target touches are treated conservatively as stop first.\",\"Changing the script, data source, spread, slippage, correlation window, correlation threshold, confirmation rule, exposure filter, breakout rule, stop rule, target, exits, or parameters requires regenerated results.\"]}}","footnotes":""},"class_list":["post-47146","knowledge_page","type-knowledge_page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47146","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page"}],"about":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/types\/knowledge_page"}],"author":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/users\/14"}],"version-history":[{"count":1,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47146\/revisions"}],"predecessor-version":[{"id":47394,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/47146\/revisions\/47394"}],"up":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/knowledge_page\/46518"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/media\/51737"}],"wp:attachment":[{"href":"https:\/\/fxglory.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=47146"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}