Estimation and inference for minimizer and minimum of convex functions: optimality, adaptivity and uncertainty principles

T. Tony Cai, Ran Chen, Yuancheng Zhu

Optimal estimation and inference for both the minimizer and minimum of a convex regression function under the white noise and nonparametric regression models are studied in a nonas…