On the optimal prediction of extreme events in heavy-tailed time series with applications to solar flare forecasting

Victor Verma, Stilian Stoev, Yang Chen

The prediction of extreme events in time series is a fundamental problem arising in many financial, scientific, engineering, and other applications. We begin by establishing a gene…