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High-frequency pairs trading framework built from first principles on 10-second order book data. Covers microstructure-aware data cleaning, VWAP microprice construction, Engle-Granger cointegration with HAC-robust inference, and a dynamic hedge ratio via rolling OLS with time-decay EMA smoothing.
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Implementing a more robust trading strategy considering slippage and adjusting rolling statistics to prevent look forward bias
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