“…In chapter 3, we pay much attention to the asymptotic normality for the power sums, the consistency, and limit theorems under appropriate assumptions. This chapter is based on a joint paper [64]. Weighted power sums were formulated by considering the necessary and sucient conditions for the existence of normalizing and centering constants.…”