=+(iv) Use the result of (iii) and Kronecker’s lemma to show that n−1n i=1 Zi a.s. −→ 0, n−1n i=1 Wi a.s. −→ 0;

hence, (8.26) can be strengthened to a.s. convergence under the stronger moment condition.