Files
quantconnect--lean/Algorithm.CSharp/StandardDeviationExecutionModelRegressionAlgorithm.cs
T

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2.4 KiB
C#

/*
* 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 QuantConnect.Algorithm.Framework;
using QuantConnect.Algorithm.Framework.Alphas;
using QuantConnect.Algorithm.Framework.Execution;
using QuantConnect.Algorithm.Framework.Portfolio;
using QuantConnect.Algorithm.Framework.Selection;
using QuantConnect.Orders;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Regression algorithm for the StandardDeviationExecutionModel.
/// This algorithm shows how the execution model works to split up orders and submit them only when
/// the price is 2 standard deviations from the 60min mean (default model settings).
/// </summary>
public class StandardDeviationExecutionModelRegressionAlgorithm : QCAlgorithmFramework
{
public override void Initialize()
{
UniverseSettings.Resolution = Resolution.Minute;
SetStartDate(2013, 10, 07);
SetEndDate(2013, 10, 11);
SetCash(1000000);
SetUniverseSelection(new ManualUniverseSelectionModel(
QuantConnect.Symbol.Create("AIG", SecurityType.Equity, Market.USA),
QuantConnect.Symbol.Create("BAC", SecurityType.Equity, Market.USA),
QuantConnect.Symbol.Create("IBM", SecurityType.Equity, Market.USA),
QuantConnect.Symbol.Create("SPY", SecurityType.Equity, Market.USA)
));
// using hourly rsi to generate more insights
SetAlpha(new RsiAlphaModel(14, Resolution.Hour));
SetPortfolioConstruction(new EqualWeightingPortfolioConstructionModel());
SetExecution(new StandardDeviationExecutionModel());
}
public override void OnOrderEvent(OrderEvent orderEvent)
{
Log($"{Time}: {orderEvent}");
}
}
}