| 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);
}
}
}
}