 Interaction information is bounded.In the three variable case, it is bounded by (Yeung 91)

Positive interaction information seems much more natural than negative interaction information in the sense that such "explanatory" effects are typical of common-cause structures.For example, clouds cause rain and also block the sun; therefore, the correlation between rain and darkness is partly accounted for by the presence of clouds, formula_31.