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Classical Hypothesis Testing
Reject hypothesis if observed data is rare when
that hypothesis is true
Consider probability of falsely rejecting each hypothesis
•Usually
fix type I error at some prescribed level
•Try
for high power (low type II error) for some “design alternative”