Pairwise maximum entropy models for studying large biological systems: when they can and when they can't work

Yasser Roudi, Sheila Nirenberg, Peter Latham

One of the most critical problems we face in the study of biological systems is building accurate statistical descriptions of them. This problem has been particularly challenging b…