The standard approach to understanding correlations involves averaging products of zero-mean random variables. We have both a moment hierarchy and a correlation hierarchy. The moment hierarchy is simply

The correlation hierarchy is

It is useful to note that both
and
, and that this is not true for any higher order. It is also useful to note that for zero-moment random variables,
.