Chow ably defends classical significance testing by relating this meth
od to venerable principles for inductive reasoning. Chow's success doe
s not preclude the use of other approaches to statistical reasoning, w
hich is fortunate not only for Bayesian rivals, but even for some fell
ow classicists.