Overall Statistics |
Total Trades 35 Average Win 4.57% Average Loss -1.04% Compounding Annual Return 11.095% Drawdown 14.000% Expectancy 3.132 Net Profit 86.542% Sharpe Ratio 0.89 Probabilistic Sharpe Ratio 38.566% Loss Rate 24% Win Rate 76% Profit-Loss Ratio 4.40 Alpha 0.095 Beta -0.03 Annual Standard Deviation 0.103 Annual Variance 0.011 Information Ratio -0.009 Tracking Error 0.16 Treynor Ratio -3.091 Total Fees $92.07 |
using QuantConnect.Data.Custom.TradingEconomics; namespace QuantConnect.Algorithm.CSharp { public class TradingEconomicsInterestRateAlgorithm : QCAlgorithm { private Symbol _interestRate; public override void Initialize() { SetStartDate(2013, 11, 1); SetEndDate(2019, 10, 3); SetCash(100000); AddEquity("AGG", Resolution.Hour); AddEquity("SPY", Resolution.Hour); _interestRate = AddData<TradingEconomicsCalendar>(TradingEconomics.Calendar.UnitedStates.InterestRate).Symbol; // Request 365 days of interest rate history with the TradingEconomicsCalendar custom data Symbol. // We should expect no historical data because 2013-11-01 is before the absolute first point of data var history = History<TradingEconomicsCalendar>(_interestRate, 365, Resolution.Daily); // Count the number of items we get from our history request (should be zero) Debug($"We got {history.Count()} items from our history request"); } public override void OnData(Slice data) { // Make sure we have an interest rate calendar event if (!data.ContainsKey(_interestRate)) { return; } var announcement = data.Get<TradingEconomicsCalendar>(_interestRate); // Confirm it's a FED Rate Decision if (announcement.Event != "Fed Interest Rate Decision") { return; } // In the event of a rate increase, rebalance 50% to Bonds. var interestRateDecreased = announcement.Actual <= announcement.Previous; if (interestRateDecreased) { SetHoldings("SPY", 1); SetHoldings("AGG", 0); } else { SetHoldings("SPY", 0.5); SetHoldings("AGG", 0.5); } } } }