An efficient hybrid approach of quantile and expectile regression

Abdellah Atanane, Abdallah Mkhadri, Karim Oualkacha

Quantiles and expectiles are determined by different loss functions: asymmetric least absolute deviation for quantiles and asymmetric squared loss for expectiles. This distinction…