| 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 $56.61 |
using QuantConnect.Data.Custom.TradingEconomics;
namespace QuantConnect.Algorithm.CSharp
{
public class TradingEconomicsInterestRateAlgorithm : QCAlgorithm
{
private Symbol _interestRate;
public override void Initialize()
{
SetStartDate(2013, 11, 1);
SetEndDate(2019, 10, 3);
SetCash(100000);
AddEquity("AGG", Resolution.Hour);
AddEquity("SPY", Resolution.Hour);
_interestRate = AddData<TradingEconomicsCalendar>(TradingEconomics.Calendar.UnitedStates.InterestRate).Symbol;
// Request 365 days of interest rate history with the TradingEconomicsCalendar custom data Symbol.
var history = History<TradingEconomicsCalendar>(_interestRate, 365, Resolution.Daily);
// Count the number of items we get from our history request (should be five)
Debug($"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);
}
}
}
}