Rank tests for time-varying covariance matrices observed under noise

Markus Reiß, Lars Winkelmann

We consider a $d$-dimensional continuous martingale $X(t)$ with quadratic variation matrix $⟨X{⟩}_t={\int }_0^t\hat{I}\pounds (s)ds$ and develop tests for the rank of its spot covari…