(Ferromagnetism) decrease in potential energy must be larger than any increase in kinetic energy when spins split, leading to......

Stoner criterion U(Ef) >1. This Predicts that ferromagnetism is favoured by large Coulomb inter-action and/or high density of states at Fermi level (this is likely in transition metals).