The rapid accumulation of gene sequence data is allowing evolutionary infer
ences of unprecedented resolution. In the area of population genetics, gene
trees and polymorphism data are being used to study demographic parameters
, in the area of comparative biology, the shapes of phylogenetic trees prov
ide information about patterns of speciation, coevolution, and macroevoluti
on. A variety of statistical methods have been developed for exploiting the
information contained within organismal genomes. In this paper, we emphasi
se the conceptual bases of the tests, rather than details of their implemen
tation. BioEssays 1999;21:148-156. (C) 1999 John Wiley & Sons, Inc.