I’m interested in the asymptotic behavior of a sum of dependent random variables. Most of the theorems assume independence between the variables, for example the law of large numbers or Hoeffding’s inequality. One can also assume k-wise independence, which then leads to a k-th power decay in epsilon instead of the quadratic decay given by Hoeffding’s inequality.

I was wondering if there was any more general result that would consider dependent random variables ?