Wagner Meira

Latent-Regime Bias Auditing for Volatility Forecasting

A model-agnostic audit framework for evaluating whether volatility forecasts remain reliable across latent market regimes is proposed, which shifts forecast evaluation from asking which model is most accurate on average to identifying the market regimes in which apparently accurate forecasts fail conditionally.