Overall Statistics |
Total Trades 21 Average Win 6.40% Average Loss -0.31% Compounding Annual Return 10.717% Drawdown 14.200% Expectancy 16.441 Net Profit 82.988% Sharpe Ratio 0.886 Probabilistic Sharpe Ratio 39.193% Loss Rate 20% Win Rate 80% Profit-Loss Ratio 20.80 Alpha 0.006 Beta 0.914 Annual Standard Deviation 0.122 Annual Variance 0.015 Information Ratio -0.116 Tracking Error 0.03 Treynor Ratio 0.119 Total Fees $56.61 |
using QuantConnect.Data.Custom.TradingEconomics; namespace QuantConnect.Algorithm.CSharp { public class TradingEconomicsInterestRateAlgorithm : QCAlgorithm { private Symbol _interestRate; public override void Initialize() { SetStartDate(2013, 11, 1); SetEndDate(2019, 10, 3); SetCash(100000); AddEquity("AGG", Resolution.Hour); AddEquity("SPY", Resolution.Hour); _interestRate = AddData<TradingEconomicsCalendar>(TradingEconomics.Calendar.UnitedStates.InterestRate).Symbol; // Request 365 days of interest rate history with the TradingEconomicsCalendar custom data Symbol. // We should expect no historical data because 2013-11-01 is before the absolute first point of data var history = History<TradingEconomicsCalendar>(_interestRate, 365, Resolution.Daily); // Count the number of items we get from our history request (should be zero) Debug($"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 != TradingEconomics.Event.UnitedStates.FedInterestRateDecision) { 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); } } } }