| Overall Statistics |
|
Total Orders 45 Average Win 2.45% Average Loss -2.10% Compounding Annual Return 3.701% Drawdown 14.700% Expectancy 0.183 Net Profit 15.668% Sharpe Ratio 0.287 Sortino Ratio 0.271 Probabilistic Sharpe Ratio 9.939% Loss Rate 45% Win Rate 55% Profit-Loss Ratio 1.17 Alpha -0.019 Beta 0.474 Annual Standard Deviation 0.059 Annual Variance 0.003 Information Ratio -0.93 Tracking Error 0.063 Treynor Ratio 0.036 Total Fees $45.00 Estimated Strategy Capacity $450000000.00 Lowest Capacity Asset SPY R735QTJ8XC9X Portfolio Turnover 2.17% |
#region imports
using System;
using System.Collections;
using System.Collections.Generic;
using System.Linq;
using System.Globalization;
using System.Drawing;
using QuantConnect;
using System.Text.RegularExpressions;
using QuantConnect.Algorithm.Framework;
using QuantConnect.Algorithm.Framework.Selection;
using QuantConnect.Algorithm.Framework.Alphas;
using QuantConnect.Algorithm.Framework.Portfolio;
using QuantConnect.Algorithm.Framework.Execution;
using QuantConnect.Algorithm.Framework.Risk;
using QuantConnect.Algorithm.Selection;
using QuantConnect.Parameters;
using QuantConnect.Benchmarks;
using QuantConnect.Brokerages;
using QuantConnect.Util;
using QuantConnect.Interfaces;
using QuantConnect.Algorithm;
using QuantConnect.Indicators;
using QuantConnect.Data;
using QuantConnect.Data.Consolidators;
using QuantConnect.Data.Custom;
using QuantConnect.DataSource;
using QuantConnect.Data.Fundamental;
using QuantConnect.Data.Market;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Notifications;
using QuantConnect.Orders;
using QuantConnect.Orders.Fees;
using QuantConnect.Orders.Fills;
using QuantConnect.Orders.Slippage;
using QuantConnect.Scheduling;
using QuantConnect.Securities;
using QuantConnect.Securities.Equity;
using QuantConnect.Securities.Future;
using QuantConnect.Securities.Option;
using QuantConnect.Securities.Forex;
using QuantConnect.Securities.Crypto;
using QuantConnect.Securities.Interfaces;
using QuantConnect.Storage;
using QCAlgorithmFramework = QuantConnect.Algorithm.QCAlgorithm;
using QCAlgorithmFrameworkBridge = QuantConnect.Algorithm.QCAlgorithm;
#endregion
using QuantConnect.DataSource;
namespace QuantConnect
{
public class VixCentralContangoAlgorithm : QCAlgorithm
{
private Symbol _spy;
private Symbol _contango;
public override void Initialize()
{
SetStartDate(2014, 1, 1);
SetEndDate(2018, 1, 1);
SetCash(25000);
_spy = AddEquity("SPY", Resolution.Daily).Symbol;
_contango = AddData<VIXCentralContango>("VX", Resolution.Daily).Symbol;
}
public override void OnData(Slice slice)
{
var contangoData = slice.Get<VIXCentralContango>(_contango);
var ratio = contangoData?.Contango_F2_Minus_F1 ?? 0;
if (!Portfolio.Invested && ratio > 0)
{
MarketOrder(_spy, 100);
}
else if(ratio < 0)
{
Liquidate();
}
}
}
}