On the optimal prediction of extreme events

Benjamin Bobbia, Stilian Stoev

The prediction of the extremely large values of a response variable $Y$ in terms of a vector of covariates $X=(X_i{)}_{i=1}^d$ is a fundamental problem arising in many scientific and…