Before revision:  Additionally, we prove that the Frobenius norm of the inverse sample covariance matrix tends almost surely to a deterministic quantity and estimate it consistently.
After revision:  Additionally, we prove that the Frobenius norms of the inverse sample covariance matrix tends almost surely to a deterministic quantity and estimate it consistently.