Overall Statistics |
Total Trades 1378 Average Win 1.23% Average Loss -1.37% Compounding Annual Return 13.133% Drawdown 30.000% Expectancy 0.113 Net Profit 166.813% Sharpe Ratio 0.77 Loss Rate 41% Win Rate 59% Profit-Loss Ratio 0.90 Alpha 0.095 Beta -0.021 Annual Standard Deviation 0.121 Annual Variance 0.015 Information Ratio 0.011 Tracking Error 0.191 Treynor Ratio -4.422 Total Fees $4400.88 |
using MathNet.Numerics; namespace QuantConnect { public class BasicTemplateAlgorithm : QCAlgorithm { public string pair1 = "GBPUSD"; RollingWindow<TradeBar> window; const int WL = 10; double entryPrice = 0; int holdHours = 0; bool Long = false; bool hasTraded = false; BollingerBands bb; public override void Initialize() { SetStartDate(2009,01,01); SetEndDate(2016, 12, 12); SetBrokerageModel(BrokerageName.FxcmBrokerage); //SetBrokerageModel(BrokerageName.OandaBrokerage); SetCash(10000); window = new RollingWindow<TradeBar>(WL); //AddForex(pair1, Resolution.Minute, Market.Oanda); AddForex(pair1, Resolution.Hour, Market.FXCM); bb = BB(pair1, WL, 2.2M, MovingAverageType.Simple, Resolution.Hour); } public void OnData(TradeBars data) { window.Add(data[pair1]); if(!window.IsReady) return; if(data[pair1].Time.Hour == 1){ hasTraded = false; } var close = (double)data[pair1].Close; // Entry if(data[pair1].Time.Hour > 4 && data[pair1].Time.Hour <= 10 && !Portfolio.Invested && !hasTraded){ if(close > bb.UpperBand){ SetHoldings(pair1, 8); holdHours = 0; Long = true; hasTraded = true; entryPrice = close; } if(close < bb.LowerBand){ SetHoldings(pair1, -8); holdHours = 0; Long = false; hasTraded = true; entryPrice = close; } } // Exit if(Portfolio.Invested){ // Take profit if(Long && close > entryPrice +0.00080) Liquidate(); if(!Long && close < entryPrice -0.00080) Liquidate(); // Stop loss if(Long && close < entryPrice - 0.00180) Liquidate(); if(!Long && close > entryPrice + 0.00180) Liquidate(); // Timed exit holdHours++; if(holdHours > 5) Liquidate(); } } } }