Asymptotic independence and limit theorems for positively and negatively dependent random variables

For random variables which are associated or which exhibit certain related types of positive and negative dependence, the independence structure is largely determined by the covariance structure.We survey results of this sort with particular emphasis on limit theorems for partial sums of stationary sequences.