Prediction intervals with controlled length in the heteroscedastic Gaussian regression

Christophe Denis, Mohamed Hebiri, Ahmed Zaoui

We tackle the problem of building a prediction interval in heteroscedastic Gaussian regression. We focus on prediction intervals with constrained expected length in order to guaran…