Quantifying neural network uncertainty under volatility clustering

Steven Y. K. Wong, Jennifer S. K. Chan, Lamiae Azizi

Time-series with volatility clustering pose a unique challenge to uncertainty quantification (UQ) for returns forecasts. Methods for UQ such as Deep Evidential regression offer a s…