Fu, Mingyang; Li, Xiaobo; Zhang, Lianmin - 2022
In this paper, we study the feature-based newsvendor problem in the presence of historical demand and related demand covariates. We adopt general kernel methods to estimate the true demand distributions conditioned on the given demand features. To account for estimation errors, we propose a...