/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using System.Collections.Generic;
using QuantConnect.Algorithm.Framework.Selection;
using QuantConnect.Algorithm.Framework.Risk;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Show cases how to use the
///
public class TrailingStopRiskFrameworkRegressionAlgorithm : BaseFrameworkRegressionAlgorithm
{
///
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.
///
public override void Initialize()
{
base.Initialize();
SetUniverseSelection(new ManualUniverseSelectionModel(QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, Market.USA)));
SetRiskManagement(new TrailingStopRiskManagementModel(0.01m));
}
///
/// Data Points count of all timeslices of algorithm
///
public override long DataPoints => 304;
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public override Dictionary ExpectedStatistics => new ()
{
{ "Total Orders", "2" },
{ "Average Win", "0%" },
{ "Average Loss", "-0.41%" },
{ "Compounding Annual Return", "-4.899%" },
{ "Drawdown", "1.100%" },
{ "Expectancy", "-1" },
{ "Net Profit", "-0.407%" },
{ "Sharpe Ratio", "-3.521"},
{ "Probabilistic Sharpe Ratio", "0.370%" },
{ "Loss Rate", "100%" },
{ "Win Rate", "0%" },
{ "Profit-Loss Ratio", "0" },
{ "Alpha", "-0.04" },
{ "Beta", "-0.012" },
{ "Annual Standard Deviation", "0.012" },
{ "Annual Variance", "0" },
{ "Information Ratio", "-4.647" },
{ "Tracking Error", "0.05" },
{ "Treynor Ratio", "3.644" },
{ "Total Fees", "$2.00" },
{ "Estimated Strategy Capacity", "$74000000.00" },
{ "Lowest Capacity Asset", "AAPL R735QTJ8XC9X" },
{ "Portfolio Turnover", "6.66%" },
{ "OrderListHash", "ab2645a4eeb3bbd6b2862df5260d86b4" }
};
}
}