What if the null hypothesis is wrong and
the true population mean is 1?
The power
against the alternative µ = 1% is the probability that H0 will be rejected when in fact µ
= 1%.
We
expect that a sample size of 25 would yield a power
of 80%.
A
test power of 80% or more is considered good statistical practice.