| Overall Statistics |
|
Total Orders 8 Average Win 0% Average Loss 0% Compounding Annual Return 2.552% Drawdown 18.200% Expectancy 0 Net Profit 50.435% Sharpe Ratio 0.076 Sortino Ratio 0.099 Probabilistic Sharpe Ratio 0.054% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0.016 Beta -0.162 Annual Standard Deviation 0.058 Annual Variance 0.003 Information Ratio -0.322 Tracking Error 0.2 Treynor Ratio -0.027 Total Fees $0.00 Estimated Strategy Capacity $970000.00 Lowest Capacity Asset USDJPY 8G Portfolio Turnover 0.02% |
#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
namespace QuantConnect
{
public class ForexCarryTradeAlgorithm : QCAlgorithm
{
private int _month = -1;
private Dictionary<string, decimal> _rates;
public override void Initialize()
{
SetStartDate(2008, 1, 1);
SetCash(25000);
// We will use hard-coded interest rates
_rates = new Dictionary<string, decimal>()
{
{"USDAUD", 1.5m}, // Australia
{"USDCAD", 0.5m}, // Canada
{"USDCNY", 4.35m}, // China
{"USDEUR", 0.0m}, // Euro Area
{"USDINR", 6.5m}, // India
{"USDJPY", -0.1m}, // Japan
{"USDMXN", 4.25m}, // Mexico
{"USDTRY", 7.5m}, // Turkey
{"USDZAR", 7.0m} // South Africa
};
foreach (var ticker in _rates.Keys)
{
AddForex(ticker, Resolution.Daily, Market.Oanda);
}
}
public override void OnData(Slice slice)
{
if (_month == Time.Month) return;
_month = Time.Month;
var sortedRates = (from kvp in _rates orderby kvp.Value ascending select kvp.Key).ToArray();
SetHoldings(sortedRates[0], -0.5);
SetHoldings(sortedRates[sortedRates.Length-1], 0.5);
}
}
}