StockSharp.Strategies.0222_Cointegration_Pairs
5.0.2
Prefix Reserved
dotnet add package StockSharp.Strategies.0222_Cointegration_Pairs --version 5.0.2
NuGet\Install-Package StockSharp.Strategies.0222_Cointegration_Pairs -Version 5.0.2
<PackageReference Include="StockSharp.Strategies.0222_Cointegration_Pairs" Version="5.0.2" />
<PackageVersion Include="StockSharp.Strategies.0222_Cointegration_Pairs" Version="5.0.2" />
<PackageReference Include="StockSharp.Strategies.0222_Cointegration_Pairs" />
paket add StockSharp.Strategies.0222_Cointegration_Pairs --version 5.0.2
#r "nuget: StockSharp.Strategies.0222_Cointegration_Pairs, 5.0.2"
#:package StockSharp.Strategies.0222_Cointegration_Pairs@5.0.2
#addin nuget:?package=StockSharp.Strategies.0222_Cointegration_Pairs&version=5.0.2
#tool nuget:?package=StockSharp.Strategies.0222_Cointegration_Pairs&version=5.0.2
Cointegration Pairs Strategy (C# Version)
This strategy trades two assets that share a long-term cointegration relationship. By calculating the residual between the first asset and a beta-adjusted second asset, it looks for deviations that historically revert back to equilibrium.
Testing indicates an average annual return of about 103%. It performs best in the stocks market.
A long position buys the first asset and sells the second when the residual z-score drops below -EntryThreshold
. A short position sells the first and buys the second when the z-score rises above the threshold. Positions are closed once the spread normalizes toward zero.
Cointegration pairs trading suits statistical arbitrageurs comfortable managing two instruments simultaneously. The built-in stop-loss protects against extreme moves if the relationship temporarily breaks down.
Details
- Entry Criteria:
- Long: Residual Z-Score < -EntryThreshold
- Short: Residual Z-Score > EntryThreshold
- Long/Short: Both sides.
- Exit Criteria:
- Long: Exit when |Z-Score| < 0.5
- Short: Exit when |Z-Score| < 0.5
- Stops: Yes, percentage stop-loss.
- Default Values:
Period
= 20EntryThreshold
= 2.0mBeta
= 1.0mStopLossPercent
= 2.0mCandleType
= TimeSpan.FromMinutes(5)
- Filters:
- Category: Arbitrage
- Direction: Both
- Indicators: Cointegration
- Stops: Yes
- Complexity: Intermediate
- Timeframe: Intraday
- Seasonality: No
- Neural networks: No
- Divergence: Yes
- Risk Level: Medium
Learn more about Target Frameworks and .NET Standard.
This package has no dependencies.
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
fixes
Move state resets to OnReseted for strategies 224-227