I will give an historical account of how statistical methods came to be widely used in inference of phylogenies (evolutionary trees). They ran into concerted opposition from biological systematists working on taxonomy using morphology, and bemused puzzlement on the part of researchers on molecular evolution (and yes, Jerzy Neyman is part of the story). The statistical problems are interesting and...