High-Dimensional Precision Matrix Quadratic Forms: Estimation Framework for $p>n$

Shizhe Hong, Weiming Li, Guangming Pan

We propose a novel estimation framework for quadratic functionals of precision matrices in high-dimensional settings, particularly in regimes where the feature dimension $p$ exceed…