Ordering the dispersion of ordinary least squares under near-integration

Suppose that the Ordinary Least Squares regressors X follow a vector Ornstein-Uhlenbeck process, with growth matrix bA. The limiting sample variance matrix V is of interest. If A=kI, k⩾0, then ∂V/∂b⩾0. Remarkably, this inequality can fail for any other A.