Difference between parameter and estimate
The conclusion from a hypothesis test depends on how far an estimate of a parameter is from its null hypothesis value.
A large distance between the estimate and hypothesized value is evidence against the null hypothesis.
Statistical distance
We now describe a way to summarise how far a parameter estimate is from its hypothesised value. This can be applied to any situation in which a parameter is tested.