On the asymptotic distribution of some randomized quadrature rules

This article gives a brief survey of some of the popular unbiased randomized quadrature rules that have been proposed in the statistical literature. In particular, the asymptotic distributions (as well as other related properties) of the sample means based on Latin hypercube sampling, randomized orthogonal arrays and scrambled nets are discussed.