Pairs Trading Stocks Strategy (Python)

This simplified pairs trading strategy operates on multiple stock pairs. For each pair the price ratio is tracked over a rolling window and its z-score is computed. When the z-score exceeds an entry t...

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NuGet 5.0.0 Install-Package StockSharp.Strategies.0388_Pairs_Trading_Stocks.py -Version 5.0.0
Pairs Trading Stocks Strategy (Python)

This simplified pairs trading strategy operates on multiple stock pairs. For each pair the price ratio is tracked over a rolling window and its z-score is computed. When the z-score exceeds an entry threshold a long/short trade is opened; positions are closed when the z-score reverts. The algorithm supports trading multiple independent pairs simultaneously.

  • Universe: list of stock pairs.
  • Signal: z-score of price ratio crossing EntryZ.
  • Exit: close when z-score reaches ExitZ.
  • Data: daily candles with 60-day lookback by default.
  • Risk control: trades skipped when order value below MinTradeUsd.

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