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Determination of the effective cointegration rank in high-dimensional time-series predictive regressions

Puyi Fang, Zhaoxing Gao, Ruey S. Tsay·2023

“The proposed framework consists of a two-step estimation procedure.”

AssetEquities
StrategyPairs tradingmachine learning
TechniqueClassical time series

Missing from abstract: benchmark, out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodPairs trading and statistical arbitrage by year
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