Local Optimality and Rigidity of Frobenius Tests for Dense High-Dimensional Covariance Alternatives

Peter Reinhard Hansen, Werner Ploberger, Chen Tong

We study identity testing for high-dimensional covariance matrices against dense alternatives of unknown direction, with $p/n\to \gamma$. Along a globally positive quadratic precision…