Minimizing the expected value of the asymmetric loss and an inequality of the variance of the loss

Naoya Yamaguchi, Yuka Yamaguchi, Ryuei Nishii

For some estimations and predictions, we solve minimization problems with asymmetric loss functions. Usually, we estimate the coefficient of regression for these problems. In this…