Inequality for the variance of an asymmetric loss

Naoya Yamaguchi, Yuka Yamaguchi, Maiya Hori

We assume that the forecast error follows a probability distribution which is symmetric and monotonically non-increasing on non-negative real numbers, and if there is a mismatch be…