Detection Is Harder Than Estimation in Certain Regimes: Inference for Moment and Cumulant Tensors

Runshi Tang, Yuefeng Han, Anru R. Zhang

We study estimation and detection of high-order moment and cumulant tensors from $n$ i.i.d.\ observations of a $p$-dimensional random vector, with performance measured in tensor sp…