Second order Stein: SURE for SURE and other applications in high-dimensional inference

Pierre C Bellec, Cun-Hui Zhang

Stein's formula states that a random variable of the form $z^{\top }f(z)-\text{div}f(z)$ is mean-zero for functions $f$ with integrable gradient. Here, $\text{div}f$ is the diver…