D.E. Shaw, Citadel, and Renaissance Run Statistical Arbitrage. The OLS Bias in Mean-Reversion Speed Has Been Known Since 1954.
The 60-day OLS window overestimates mean-reversion speed. Adding more data doesn’t fix it. The T⁻¹ bias and the 2009 correction explained.
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