Return-Decay Residuals and Tail-Risk Forecasting: Timing Artifacts, Conditional Inference, and Cross-Market Evidence

Can residuals from fitted return-decay curves predict future factor tail losses, and do they measure crowding? We distinguish economic edge, overlapping performance statistics, and predictive evidence. A Gaussian counterexample produces a same-month crash-risk ratio of 1.61 without predictable futur