q-fin.ST, stat.ME, stat.ML

Spurious Predictability in Financial Machine Learning

arXiv:2604.15531v1 Announce Type: cross
Abstract: Adaptive specification search generates statistically significant backtests even under martingale-difference nulls. We introduce a falsification audit testing complete predictive workflows against synt…