Functions of the Sample Moments

We continue investigating the implications of the Slutsky Theorems. Here we study Cramér’s Theorem on the asymptotic normality of functions of the sample moments through a Taylor-series expansion to one term. In some situations, the rate of convergence to normality is exceedingly slow. Hence, we conclude this section by studying improvements to the normal approximation that take more terms of the series expansion into account.