Since it is difficult to assess the main result in Section 4.2.2 directly, the theorems in Sections 4.2.1, from which the main result is readily derived, were investigated.
the first and second order moments of ∆L(θ) were computed on datasets of increasing sizes to empirically investigate the convergence property.