 If three variables form a Markov chain formula_60, then formula_61, but formula_62.Hence, we concluded thatformula_63

One can recursively define the "n"-dimensional interaction information in terms of the formula_64-dimensional interaction information.For example, the four-dimensional interaction information can be defined as

or, equivalently,

It is possible to extend all of these results to an arbitrary number of dimensions.