Improving precipitation forecasts using extreme quantile regression

Jasper Velthoen, Juan-Juan Cai, Geurt Jongbloed +1

Aiming to estimate extreme precipitation forecast quantiles, we propose a nonparametric regression model that features a constant extreme value index. Using local linear quantile r…