Returns are standardized over 252 sessions. PCA removes components explaining approximately 55% of common variance. Each cumulative idiosyncratic residual is fitted as an AR(1) approximation to an Ornstein–Uhlenbeck process. Only residuals with a 2–20 session half-life and |z| ≥ 2 are eligible.