Overall Statistics |
Total Trades 1 Average Win 0% Average Loss 0% Compounding Annual Return 0.355% Drawdown 6.200% Expectancy 0 Net Profit 0% Sharpe Ratio 0.071 Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0.007 Beta -0.039 Annual Standard Deviation 0.063 Annual Variance 0.004 Information Ratio -0.405 Tracking Error 0.133 Treynor Ratio -0.116 Total Fees $0.88 |
namespace QuantConnect { /* * QuantConnect University: Bollinger Bands Example: */ public class BollingerBandsAlgorithm : QCAlgorithm { string _symbol = "EURUSD"; BollingerBands _bb; RelativeStrengthIndex _rsi; AverageTrueRange _atr; ExponentialMovingAverage _ema; SimpleMovingAverage _sma; MovingAverageConvergenceDivergence _macd; Symbol symbol; Resolution resolution = Resolution.Hour; string ticker; decimal _price; //Initialize the data and resolution you require for your strategy: public override void Initialize() { //Initialize SetStartDate(2015, 11, 1); SetEndDate(2017, 1, 10); SetCash(25000); //Add as many securities as you like. All the data will be passed into the event handler: SetBrokerageModel(BrokerageName.FxcmBrokerage); ticker = "EURUSD"; symbol = QuantConnect.Symbol.Create(ticker, SecurityType.Forex, Market.FXCM); AddForex(symbol, resolution); //Set up Indicators: _bb = BB(_symbol, 20, 1, MovingAverageType.Simple, Resolution.Hour); _rsi = RSI(_symbol, 14, MovingAverageType.Simple, Resolution.Hour); _atr = ATR(_symbol, 14, MovingAverageType.Simple, Resolution.Hour); _ema = EMA(_symbol, 14, Resolution.Hour); _sma = SMA(_symbol, 14, Resolution.Hour); _macd = MACD(_symbol, 12, 26, 9, MovingAverageType.Exponential, Resolution.Hour); } public void OnData(TradeBars data) { if (!_bb.IsReady || !_rsi.IsReady) return; _price = data["EURUSD"].Close; if (!Portfolio.HoldStock) { int quantity = (int)Math.Floor(Portfolio.Cash / data[_symbol].Close); //Order function places trades: enter the string symbol and the quantity you want: Order(_symbol, quantity); //Debug sends messages to the user console: "Time" is the algorithm time keeper object Debug("Purchased EURUSD on " + Time.ToShortDateString()); } } // Fire plotting events once per day: public override void OnEndOfDay() { if (!_bb.IsReady) return; Plot("BB", "Price", _price); Plot("BB", _bb.UpperBand, _bb.MiddleBand, _bb.LowerBand); Plot("RSI", _rsi); Plot("ATR", _atr); Plot("MACD", "Price", _price); Plot("MACD", _macd.Fast, _macd.Slow); Plot("Averages", _ema, _sma); } } }