WHICH GENES ARE UP-
REGULATED?
clearly necessary to consider the errors in the data in
assessing a fold change--a small fold change in a
highly expressed gene may be significant
so, use the t-test
multiple comparison problem
Buonferroni too conservative
use Westfall-Young step-down test (Dudoit)