In this article, we review (1) statistical tests of DNA phylogenies in
ferred by the maximum-parsimony method, including tests that take into
account the effect of different base compositions among lineages, (2)
statistical tests based on the minimum-evolution criterion, i.e., the
best tree is the tree with the smallest sum of branch-length estimate
s, and (3) the bootstrap technique for estimating the confidence level
, of a phylogenetic hypothesis based on either the maximum-parsimony o
r the neighbor-joining method. We explain why the bootstrap technique
usually gives biased estimates and how to correct the bias.